{
  "ml": {
    "v": "4",
    "fs": [
      {
        "id": 0,
        "prob": 0.9969948530197144,
        "class": 1
      },
      {
        "id": 1,
        "prob": 0.19194792211055756,
        "class": 0
      },
      {
        "id": 2,
        "prob": 0.0393291600048542,
        "class": 0
      }
    ],
    "prob": 0.99699485,
    "class": 1,
    "oprob": 0.99699485,
    "models": [
      {
        "m": "az",
        "prob": 0.99293596,
        "class": 0
      },
      {
        "m": "az/native",
        "prob": 0.99386084,
        "class": 0
      },
      {
        "m": "az/pe",
        "prob": 0.99699485,
        "class": 0
      }
    ],
    "oclass": 0,
    "version": "v16.16",
    "thresholds": [
      0.9958679,
      0.99937946
    ],
    "analyzed_at": "2026-05-05T11:21:40Z"
  },
  "path": "41630",
  "raw": {
    "v": "4",
    "fs": [
      {
        "f": "KO₉(Al₂As₁₇C₇CoDy₂Er₇IPS)H₈(Os₅Db₂DsF₇Po₈UCm₂Cr)Md₃(BkBi₇Si)",
        "k": {
          "pe.checksum": "0x00099df6",
          "pe.timestamp": 1260053452,
          "hashes.imphash": "808c62c9bf1d68ec870c7870ef5c697e",
          "signing.issuer": "GlobalSign CodeSigning CA - SHA256 - G2",
          "signing.serial": "112179d435052eeaf0af4a60c93cf0595346",
          "signing.catalog": "authenticode",
          "signing.subject": "Click Yes",
          "build.target_arch": "x86",
          "pe.linker_version": "6.0",
          "signing.is_signed": true,
          "signing.not_after": 1445511612,
          "signing.not_before": 1413889212,
          "pe.resource_types[0]": "RT_ICON",
          "pe.resource_types[1]": "RT_DIALOG",
          "pe.resource_types[2]": "RT_GROUP_ICON",
          "pe.resource_types[3]": "RT_VERSION",
          "pe.resource_types[4]": "RT_MANIFEST",
          "pe.rich_header.xor_key": "0x69ead975",
          "hashes.rich_header_hash": "3af60ee3a00303af57238645f1800db5946ac9c7000762e815c4089f1dff9a38",
          "pe.inflated_sections[0]": ".data",
          "pe.manifest.description": "Nullsoft Install System v2.46",
          "signing.thumbprint_sha1": "8be97d5f5cbd4cf2792732ce3cabfdf0b6c0c0d4",
          "pe.version_info.product_name": "Installation",
          "pe.version_info.product_version": "1.26.12.1",
          "binary.top_complex_unnamed[0].cc": 248,
          "binary.top_complex_unnamed[1].cc": 117,
          "binary.top_complex_unnamed[2].cc": 54,
          "binary.top_complex_unnamed[3].cc": 37,
          "binary.top_complex_unnamed[4].cc": 32,
          "binary.top_complex_unnamed[5].cc": 30,
          "binary.top_complex_unnamed[6].cc": 27,
          "binary.top_complex_unnamed[7].cc": 26,
          "pe.manifest.dependencies[0].name": "Microsoft.Windows.Common-Controls",
          "pe.manifest.dependencies[0].type": "win32",
          "pe.manifest.supported_os[0].guid": "{35138b9a-5d96-4fbd-8e2d-a2440225f93a}",
          "pe.manifest.supported_os[0].name": "win7",
          "pe.manifest.supported_os[1].guid": "{e2011457-1546-43c5-a5fe-008deee3d3f0}",
          "pe.manifest.supported_os[1].name": "vista",
          "binary.top_complex_unnamed[0].bbs": 361,
          "binary.top_complex_unnamed[1].bbs": 189,
          "binary.top_complex_unnamed[2].bbs": 90,
          "binary.top_complex_unnamed[3].bbs": 66,
          "binary.top_complex_unnamed[4].bbs": 54,
          "binary.top_complex_unnamed[5].bbs": 49,
          "binary.top_complex_unnamed[6].bbs": 47,
          "binary.top_complex_unnamed[7].bbs": 40,
          "binary.top_complex_unnamed[0].addr": "0x401434",
          "binary.top_complex_unnamed[0].size": 5225,
          "binary.top_complex_unnamed[1].addr": "0x405e08",
          "binary.top_complex_unnamed[1].size": 2639,
          "binary.top_complex_unnamed[2].addr": "0x4046f9",
          "binary.top_complex_unnamed[2].size": 1537,
          "binary.top_complex_unnamed[3].addr": "0x4068ff",
          "binary.top_complex_unnamed[3].size": 827,
          "binary.top_complex_unnamed[4].addr": "0x4041fc",
          "binary.top_complex_unnamed[4].size": 821,
          "binary.top_complex_unnamed[5].addr": "0x405a2e",
          "binary.top_complex_unnamed[5].size": 576,
          "binary.top_complex_unnamed[6].addr": "0x402e5b",
          "binary.top_complex_unnamed[6].size": 546,
          "binary.top_complex_unnamed[7].addr": "0x405331",
          "binary.top_complex_unnamed[7].size": 462,
          "pe.manifest.assembly_identity.name": "Nullsoft.NSIS.exehead",
          "pe.manifest.assembly_identity.type": "win32",
          "pe.manifest.dependencies[0].version": "6.0.0.0",
          "pe.rich_header.entries[0].use_count": 2,
          "pe.rich_header.entries[1].use_count": 155,
          "pe.rich_header.entries[2].use_count": 17,
          "pe.rich_header.entries[3].use_count": 10,
          "pe.rich_header.entries[4].use_count": 1,
          "pe.manifest.dependencies[0].language": "*",
          "pe.rich_header.entries[0].product_id": 95,
          "pe.rich_header.entries[1].product_id": 1,
          "pe.rich_header.entries[2].product_id": 93,
          "pe.rich_header.entries[3].product_id": 48,
          "pe.rich_header.entries[4].product_id": 6,
          "pe.manifest.assembly_identity.version": "1.0.0.0",
          "pe.manifest.requested_execution_level": "requireAdministrator",
          "pe.rich_header.entries[0].build_number": 4035,
          "pe.rich_header.entries[0].product_name": "unknown",
          "pe.rich_header.entries[1].product_name": "Imp_VS_v6_or_earlier",
          "pe.rich_header.entries[2].build_number": 4035,
          "pe.rich_header.entries[2].product_name": "unknown",
          "pe.rich_header.entries[3].build_number": 9044,
          "pe.rich_header.entries[3].product_name": "unknown",
          "pe.rich_header.entries[4].build_number": 1735,
          "pe.rich_header.entries[4].product_name": "Cvt_Pgo_VS_v6_or_earlier",
          "pe.dll_characteristics.terminal_server_aware": true,
          "pe.manifest.dependencies[0].public_key_token": "6595b64144ccf1df",
          "pe.manifest.dependencies[0].processor_architecture": "X86",
          "pe.manifest.assembly_identity.processor_architecture": "X86"
        },
        "x": 207,
        "id": 0,
        "is": [
          "CompareFileTime",
          "SearchPathA",
          "GetShortPathNameA",
          "GetFullPathNameA",
          "MoveFileA",
          "SetCurrentDirectoryA",
          "GetFileAttributesA",
          "GetLastError",
          "CreateDirectoryA",
          "SetFileAttributesA",
          "Sleep",
          "GetTickCount",
          "GetFileSize",
          "GetModuleFileNameA",
          "GetCurrentProcess",
          "CopyFileA",
          "ExitProcess",
          "GetWindowsDirectoryA",
          "SetFileTime",
          "GetCommandLineA",
          "SetErrorMode",
          "LoadLibraryA",
          "lstrcpynA",
          "GetDiskFreeSpaceA",
          "GlobalUnlock",
          "GlobalLock",
          "CreateThread",
          "CreateProcessA",
          "RemoveDirectoryA",
          "CreateFileA",
          "GetTempFileNameA",
          "lstrlenA",
          "lstrcatA",
          "GetSystemDirectoryA",
          "GetVersion",
          "CloseHandle",
          "lstrcmpiA",
          "lstrcmpA",
          "ExpandEnvironmentStringsA",
          "GlobalFree",
          "GlobalAlloc",
          "WaitForSingleObject",
          "GetExitCodeProcess",
          "GetModuleHandleA",
          "LoadLibraryExA",
          "GetProcAddress",
          "FreeLibrary",
          "MultiByteToWideChar",
          "WritePrivateProfileStringA",
          "GetPrivateProfileStringA",
          "WriteFile",
          "ReadFile",
          "MulDiv",
          "SetFilePointer",
          "FindClose",
          "FindNextFileA",
          "FindFirstFileA",
          "DeleteFileA",
          "GetTempPathA",
          "EndDialog",
          "ScreenToClient",
          "GetWindowRect",
          "EnableMenuItem",
          "GetSystemMenu",
          "SetClassLongA",
          "IsWindowEnabled",
          "SetWindowPos",
          "GetSysColor",
          "GetWindowLongA",
          "SetCursor",
          "LoadCursorA",
          "CheckDlgButton",
          "GetMessagePos",
          "LoadBitmapA",
          "CallWindowProcA",
          "IsWindowVisible",
          "CloseClipboard",
          "SetClipboardData",
          "EmptyClipboard",
          "RegisterClassA",
          "TrackPopupMenu",
          "AppendMenuA",
          "CreatePopupMenu",
          "GetSystemMetrics",
          "SetDlgItemTextA",
          "GetDlgItemTextA",
          "MessageBoxIndirectA",
          "CharPrevA",
          "DispatchMessageA",
          "PeekMessageA",
          "DestroyWindow",
          "CreateDialogParamA",
          "SetTimer",
          "SetWindowTextA",
          "PostQuitMessage",
          "SetForegroundWindow",
          "wsprintfA",
          "SendMessageTimeoutA",
          "FindWindowExA",
          "SystemParametersInfoA",
          "CreateWindowExA",
          "GetClassInfoA",
          "DialogBoxParamA",
          "CharNextA",
          "OpenClipboard",
          "ExitWindowsEx",
          "IsWindow",
          "GetDlgItem",
          "SetWindowLongA",
          "LoadImageA",
          "GetDC",
          "EnableWindow",
          "InvalidateRect",
          "SendMessageA",
          "DefWindowProcA",
          "BeginPaint",
          "GetClientRect",
          "FillRect",
          "DrawTextA",
          "EndPaint",
          "ShowWindow",
          "SetBkColor",
          "GetDeviceCaps",
          "DeleteObject",
          "CreateBrushIndirect",
          "CreateFontIndirectA",
          "SetBkMode",
          "SetTextColor",
          "SelectObject",
          "SHGetPathFromIDListA",
          "SHBrowseForFolderA",
          "SHGetFileInfoA",
          "ShellExecuteA",
          "SHFileOperationA",
          "SHGetSpecialFolderLocation",
          "RegQueryValueExA",
          "RegSetValueExA",
          "RegEnumKeyA",
          "RegEnumValueA",
          "RegOpenKeyExA",
          "RegDeleteKeyA",
          "RegDeleteValueA",
          "RegCloseKey",
          "RegCreateKeyExA",
          "ImageList_AddMasked",
          "ImageList_Destroy",
          "ORDINAL 17",
          "ImageList_Create",
          "CoTaskMemFree",
          "OleInitialize",
          "OleUninitialize",
          "CoCreateInstance",
          "GetFileVersionInfoSizeA",
          "GetFileVersionInfoA",
          "VerQueryValueA"
        ],
        "ms": {
          "pe": {
            "signer": "GlobalSign, GlobalSign CodeSigning CA - SHA256 - G2, Click Yes",
            "machine": 332.0,
            "checksum": 630262.0,
            "rsrc_size": 8704.0,
            "subsystem": 2.0,
            "timestamp": 1260053452.0,
            "icon_count": 2.0,
            "image_base": 4194304.0,
            "leaf_issuer": "GlobalSign CodeSigning CA - SHA256 - G2",
            "leaf_serial": "112179d435052eeaf0af4a60c93cf0595346",
            "leaf_subject": "Click Yes",
            "rsrc_entropy": 4.24,
            "entry_section": ".text",
            "has_signature": true,
            "size_of_image": 241664.0,
            "timestamp_day": 5.0,
            "checksum_valid": true,
            "file_alignment": 512.0,
            "leaf_not_after": 1445511612.0,
            "primary_signer": "Click Yes",
            "resource_count": 5.0,
            "resource_types": [
              "RT_ICON",
              "RT_DIALOG",
              "RT_GROUP_ICON",
              "RT_VERSION",
              "RT_MANIFEST"
            ],
            "signature_type": "developer",
            "timestamp_year": 2009.0,
            "characteristics": 271.0,
            "entry_point_rva": 12538.0,
            "leaf_not_before": 1413889212.0,
            "size_of_headers": 1024.0,
            "timestamp_month": 12.0,
            "cert_chain_depth": 2.0,
            "checksum_matches": true,
            "checksum_present": true,
            "export_timestamp": 0.0,
            "import_dll_count": 8.0,
            "manifest_present": true,
            "certificate_count": 1.0,
            "computed_checksum": 630262.0,
            "section_alignment": 4096.0,
            "cert_validity_days": 366.0,
            "number_of_sections": 5.0,
            "resource_timestamp": 0.0,
            "dll_characteristics": 32768.0,
            "rich_header_present": true,
            "leaf_thumbprint_sha1": "8be97d5f5cbd4cf2792732ce3cabfdf0b6c0c0d4",
            "linker_major_version": 6.0,
            "version_info_present": true,
            "api_hashing_indicators": 1.0,
            "certificate_table_size": 2952.0,
            "export_timestamp_present": false,
            "resource_timestamp_present": false,
            "max_section_inflation_ratio": 151.09
          },
          "file": {
            "size": 572440.0
          },
          "binary": {
            "code_size": 24064.0,
            "func_count": 37.0,
            "entry_point": 12538.0,
            "has_overlay": true,
            "code_entropy": 6.44,
            "data_entropy": 3.28,
            "func_density": 1.57,
            "import_count": 155.0,
            "overlay_size": 529552.0,
            "string_count": 447.0,
            "avg_func_size": 498.03,
            "has_signature": true,
            "overlay_ratio": 0.93,
            "section_count": 5.0,
            "avg_complexity": 21.14,
            "import_density": 6.6,
            "max_complexity": 248.0,
            "string_density": 19.02,
            "overall_entropy": 4.1,
            "overlay_entropy": 8.0,
            "avg_basic_blocks": 33.54,
            "avg_section_size": 7782.4,
            "dependency_count": 8.0,
            "entropy_variance": 2.18,
            "avg_string_length": 12.45,
            "complexity_per_kb": 0.9,
            "max_string_length": 958.0,
            "wide_string_count": 17.0,
            "writable_sections": 2.0,
            "avg_string_entropy": 2.62,
            "code_to_data_ratio": 1.62,
            "data_to_file_ratio": 0.0,
            "entry_point_is_rva": true,
            "rsrc_to_file_ratio": 0.02,
            "text_to_file_ratio": 0.04,
            "total_basic_blocks": 1241.0,
            "embedded_file_count": 1.0,
            "executable_sections": 1.0,
            "func_analysis_depth": 2.0,
            "string_length_stddev": 46.49,
            "high_complexity_funcs": 3.0,
            "largest_section_ratio": 0.04,
            "sentence_string_count": 13.0,
            "sentence_string_ratio": 0.03,
            "embedded_archive_count": 1.0,
            "behavioral_import_ratio": 0.03,
            "unnamed_complex_func_count": 3.0,
            "nonstandard_section_name_count": 1.0
          },
          "consistency": {
            "cert_issued_after_build": true,
            "manifest_product_version_mismatch": true
          }
        },
        "ss": [
          [
            77,
            "!This program cannot be run in DOS mode."
          ],
          [
            464,
            ".text"
          ],
          [
            543,
            "@.data"
          ],
          [
            584,
            ".ndata"
          ],
          [
            624,
            ".rsrc"
          ],
          [
            1703,
            "s495"
          ],
          [
            5720,
            "PSWV"
          ],
          [
            5939,
            "SQSSSPW"
          ],
          [
            6106,
            "VQSPW"
          ],
          [
            6225,
            "QVPW"
          ],
          [
            6243,
            "SQVPW"
          ],
          [
            9176,
            "t39u"
          ],
          [
            9472,
            "SUV3"
          ],
          [
            11294,
            "SUVW"
          ],
          [
            11548,
            "UUUUW"
          ],
          [
            19527,
            "PWVU"
          ],
          [
            19597,
            "PPPU"
          ],
          [
            19850,
            "SVW3"
          ],
          [
            21170,
            "HtVHtHH"
          ],
          [
            23912,
            "M 9D"
          ],
          [
            24354,
            "M 9M"
          ],
          [
            25740,
            "RichEdit"
          ],
          [
            25788,
            ".DEFAULT\\Control Panel\\International"
          ],
          [
            25828,
            "Control Panel\\Desktop\\ResourceLocale"
          ],
          [
            25868,
            "[Rename]"
          ],
          [
            25884,
            "Software\\Microsoft\\Windows\\CurrentVersion"
          ],
          [
            25928,
            "\\Microsoft\\Internet Explorer\\Quick Launch"
          ],
          [
            27132,
            "DeleteFileA"
          ],
          [
            27146,
            "FindFirstFileA"
          ],
          [
            27164,
            "FindNextFileA"
          ],
          [
            27180,
            "FindClose"
          ],
          [
            27192,
            "SetFilePointer"
          ],
          [
            27210,
            "ReadFile"
          ],
          [
            27222,
            "WriteFile"
          ],
          [
            27234,
            "GetPrivateProfileStringA"
          ],
          [
            27262,
            "WritePrivateProfileStringA"
          ],
          [
            27292,
            "MultiByteToWideChar"
          ],
          [
            27314,
            "FreeLibrary"
          ],
          [
            27328,
            "GetProcAddress"
          ],
          [
            27346,
            "LoadLibraryExA"
          ],
          [
            27364,
            "GetModuleHandleA"
          ],
          [
            27384,
            "GetExitCodeProcess"
          ],
          [
            27406,
            "WaitForSingleObject"
          ],
          [
            27428,
            "GlobalAlloc"
          ],
          [
            27442,
            "GlobalFree"
          ],
          [
            27456,
            "ExpandEnvironmentStringsA"
          ],
          [
            27484,
            "lstrcmpA"
          ],
          [
            27496,
            "lstrcmpiA"
          ],
          [
            27508,
            "CloseHandle"
          ],
          [
            27522,
            "SetFileTime"
          ],
          [
            27536,
            "CompareFileTime"
          ],
          [
            27554,
            "SearchPathA"
          ],
          [
            27568,
            "GetShortPathNameA"
          ],
          [
            27588,
            "GetFullPathNameA"
          ],
          [
            27620,
            "SetCurrentDirectoryA"
          ],
          [
            27644,
            "GetFileAttributesA"
          ],
          [
            27666,
            "GetLastError"
          ],
          [
            27682,
            "CreateDirectoryA"
          ],
          [
            27702,
            "SetFileAttributesA"
          ],
          [
            27724,
            "Sleep"
          ],
          [
            27732,
            "GetTickCount"
          ],
          [
            27748,
            "GetFileSize"
          ],
          [
            27762,
            "GetModuleFileNameA"
          ],
          [
            27784,
            "GetCurrentProcess"
          ],
          [
            27816,
            "ExitProcess"
          ],
          [
            27830,
            "GetWindowsDirectoryA"
          ],
          [
            27854,
            "GetTempPathA"
          ],
          [
            27870,
            "GetCommandLineA"
          ],
          [
            27888,
            "SetErrorMode"
          ],
          [
            27904,
            "LoadLibraryA"
          ],
          [
            27920,
            "lstrcpynA"
          ],
          [
            27932,
            "GetDiskFreeSpaceA"
          ],
          [
            27952,
            "GlobalUnlock"
          ],
          [
            27968,
            "GlobalLock"
          ],
          [
            27982,
            "CreateThread"
          ],
          [
            27998,
            "CreateProcessA"
          ],
          [
            28016,
            "RemoveDirectoryA"
          ],
          [
            28036,
            "CreateFileA"
          ],
          [
            28050,
            "GetTempFileNameA"
          ],
          [
            28070,
            "lstrlenA"
          ],
          [
            28082,
            "lstrcatA"
          ],
          [
            28094,
            "GetSystemDirectoryA"
          ],
          [
            28116,
            "GetVersion"
          ],
          [
            28128,
            "KERNEL32.dll"
          ],
          [
            28144,
            "EndPaint"
          ],
          [
            28168,
            "FillRect"
          ],
          [
            28180,
            "GetClientRect"
          ],
          [
            28196,
            "BeginPaint"
          ],
          [
            28210,
            "DefWindowProcA"
          ],
          [
            28228,
            "SendMessageA"
          ],
          [
            28244,
            "InvalidateRect"
          ],
          [
            28262,
            "EnableWindow"
          ],
          [
            28286,
            "LoadImageA"
          ],
          [
            28300,
            "SetWindowLongA"
          ],
          [
            28332,
            "IsWindow"
          ],
          [
            28344,
            "FindWindowExA"
          ],
          [
            28360,
            "SendMessageTimeoutA"
          ],
          [
            28382,
            "wsprintfA"
          ],
          [
            28394,
            "ShowWindow"
          ],
          [
            28408,
            "SetForegroundWindow"
          ],
          [
            28430,
            "PostQuitMessage"
          ],
          [
            28448,
            "SetWindowTextA"
          ],
          [
            28466,
            "SetTimer"
          ],
          [
            28478,
            "CreateDialogParamA"
          ],
          [
            28500,
            "DestroyWindow"
          ],
          [
            28516,
            "ExitWindowsEx"
          ],
          [
            28544,
            "DialogBoxParamA"
          ],
          [
            28562,
            "GetClassInfoA"
          ],
          [
            28578,
            "CreateWindowExA"
          ],
          [
            28596,
            "SystemParametersInfoA"
          ],
          [
            28620,
            "RegisterClassA"
          ],
          [
            28638,
            "EndDialog"
          ],
          [
            28650,
            "ScreenToClient"
          ],
          [
            28668,
            "GetWindowRect"
          ],
          [
            28684,
            "EnableMenuItem"
          ],
          [
            28702,
            "GetSystemMenu"
          ],
          [
            28718,
            "SetClassLongA"
          ],
          [
            28734,
            "IsWindowEnabled"
          ],
          [
            28752,
            "SetWindowPos"
          ],
          [
            28768,
            "GetSysColor"
          ],
          [
            28782,
            "GetWindowLongA"
          ],
          [
            28800,
            "SetCursor"
          ],
          [
            28812,
            "LoadCursorA"
          ],
          [
            28826,
            "CheckDlgButton"
          ],
          [
            28844,
            "GetMessagePos"
          ],
          [
            28860,
            "LoadBitmapA"
          ],
          [
            28874,
            "CallWindowProcA"
          ],
          [
            28892,
            "IsWindowVisible"
          ],
          [
            28910,
            "CloseClipboard"
          ],
          [
            28928,
            "SetClipboardData"
          ],
          [
            28948,
            "EmptyClipboard"
          ],
          [
            28966,
            "OpenClipboard"
          ],
          [
            28982,
            "TrackPopupMenu"
          ],
          [
            29000,
            "AppendMenuA"
          ],
          [
            29014,
            "CreatePopupMenu"
          ],
          [
            29032,
            "GetSystemMetrics"
          ],
          [
            29052,
            "SetDlgItemTextA"
          ],
          [
            29070,
            "GetDlgItemTextA"
          ],
          [
            29088,
            "MessageBoxIndirectA"
          ],
          [
            29122,
            "DispatchMessageA"
          ],
          [
            29142,
            "PeekMessageA"
          ],
          [
            29156,
            "USER32.dll"
          ],
          [
            29170,
            "SelectObject"
          ],
          [
            29186,
            "SetTextColor"
          ],
          [
            29214,
            "CreateFontIndirectA"
          ],
          [
            29236,
            "CreateBrushIndirect"
          ],
          [
            29258,
            "DeleteObject"
          ],
          [
            29274,
            "GetDeviceCaps"
          ],
          [
            29302,
            "GDI32.dll"
          ],
          [
            29314,
            "SHFileOperationA"
          ],
          [
            29334,
            "ShellExecuteA"
          ],
          [
            29350,
            "SHGetFileInfoA"
          ],
          [
            29368,
            "SHBrowseForFolderA"
          ],
          [
            29390,
            "SHGetPathFromIDListA"
          ],
          [
            29414,
            "SHGetSpecialFolderLocation"
          ],
          [
            29442,
            "SHELL32.dll"
          ],
          [
            29456,
            "RegEnumValueA"
          ],
          [
            29486,
            "RegQueryValueExA"
          ],
          [
            29506,
            "RegSetValueExA"
          ],
          [
            29524,
            "RegCreateKeyExA"
          ],
          [
            29542,
            "RegCloseKey"
          ],
          [
            29556,
            "RegDeleteValueA"
          ],
          [
            29574,
            "RegDeleteKeyA"
          ],
          [
            29590,
            "RegOpenKeyExA"
          ],
          [
            29604,
            "ADVAPI32.dll"
          ],
          [
            29620,
            "ImageList_Destroy"
          ],
          [
            29640,
            "ImageList_AddMasked"
          ],
          [
            29662,
            "ImageList_Create"
          ],
          [
            29680,
            "COMCTL32.dll"
          ],
          [
            29696,
            "CoCreateInstance"
          ],
          [
            29716,
            "OleUninitialize"
          ],
          [
            29734,
            "OleInitialize"
          ],
          [
            29750,
            "CoTaskMemFree"
          ],
          [
            29764,
            "ole32.dll"
          ],
          [
            29776,
            "VerQueryValueA"
          ],
          [
            29794,
            "GetFileVersionInfoA"
          ],
          [
            29816,
            "GetFileVersionInfoSizeA"
          ],
          [
            29840,
            "VERSION.dll"
          ],
          [
            30232,
            "verifying installer: %d%%"
          ],
          [
            30264,
            "Installer integrity check has failed. Common causes include\nincomplete download and damaged media. Contact the\ninstaller's autho"
          ],
          [
            30324,
            "incomplete download and damaged media. Contact the"
          ],
          [
            30375,
            "installer's author to obtain a new copy."
          ],
          [
            30417,
            "More information at:"
          ],
          [
            30438,
            "http://nsis.sf.net/NSIS_Error"
          ],
          [
            30468,
            "Error launching installer"
          ],
          [
            30508,
            "SeShutdownPrivilege"
          ],
          [
            30548,
            "NSIS Error"
          ],
          [
            30560,
            "Error writing temporary file. Make sure your temp folder is valid."
          ],
          [
            30652,
            ".exe"
          ],
          [
            30660,
            "open"
          ],
          [
            30668,
            "%u.%u%s%s"
          ],
          [
            30792,
            "SHGetFolderPathA"
          ],
          [
            30812,
            "SHFOLDER"
          ],
          [
            30824,
            "SHAutoComplete"
          ],
          [
            30840,
            "SHLWAPI"
          ],
          [
            30848,
            "GetUserDefaultUILanguage"
          ],
          [
            30876,
            "AdjustTokenPrivileges"
          ],
          [
            30900,
            "LookupPrivilegeValueA"
          ],
          [
            30924,
            "OpenProcessToken"
          ],
          [
            30944,
            "RegDeleteKeyExA"
          ],
          [
            30960,
            "ADVAPI32"
          ],
          [
            30984,
            "GetDiskFreeSpaceExA"
          ],
          [
            31004,
            "KERNEL32"
          ],
          [
            36100,
            "333A"
          ],
          [
            36707,
            "Ahhh"
          ],
          [
            37182,
            "wide",
            "MS Shell Dlg"
          ],
          [
            37784,
            "wide",
            "msctls_progress32"
          ],
          [
            37880,
            "wide",
            "SysListView32"
          ],
          [
            38072,
            "wide",
            "Please wait while Setup is loading..."
          ],
          [
            38198,
            "wide",
            "VS_VERSION_INFO"
          ],
          [
            38290,
            "wide",
            "StringFileInfo"
          ],
          [
            38350,
            "wide",
            "Comments"
          ],
          [
            38378,
            "wide",
            "CompanyName"
          ],
          [
            38414,
            "wide",
            "FileDescription"
          ],
          [
            38458,
            "wide",
            "LegalCopyright"
          ],
          [
            38498,
            "wide",
            "LegalTrademarks"
          ],
          [
            38542,
            "wide",
            "ProductName"
          ],
          [
            38568,
            "wide",
            "Installation"
          ],
          [
            38602,
            "wide",
            "ProductVersion"
          ],
          [
            38632,
            "wide",
            "1.26.12.1"
          ],
          [
            38658,
            "wide",
            "VarFileInfo"
          ],
          [
            38690,
            "wide",
            "Translation"
          ],
          [
            38720,
            "\u003c?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\"?\u003e\u003cassembly xmlns=\"urn:schemas-microsoft-com:asm.v1\" manifestVersion=\"1.0\"\u003e"
          ],
          [
            39944,
            "NullsoftInst"
          ],
          [
            41305,
            "e8sp"
          ],
          [
            45215,
            "Gipc"
          ],
          [
            45972,
            "Ijre"
          ],
          [
            46077,
            "SS_Z"
          ],
          [
            46748,
            "ZYCQ"
          ],
          [
            46839,
            "7DG3E"
          ],
          [
            54388,
            "Kp f"
          ],
          [
            62278,
            "/9Z\thf1"
          ],
          [
            66539,
            "94H5OV"
          ],
          [
            67000,
            "HE5I"
          ],
          [
            70481,
            "X931"
          ],
          [
            73897,
            "Qodi"
          ],
          [
            75339,
            "/afd"
          ],
          [
            82581,
            "/  Hi"
          ],
          [
            90505,
            "9SPD"
          ],
          [
            99717,
            "vFxVqRN#7gbh9;"
          ],
          [
            101944,
            "2426"
          ],
          [
            103460,
            "XCJ4"
          ],
          [
            103626,
            "/RWQ"
          ],
          [
            104156,
            "r92\u003e"
          ],
          [
            105508,
            "RTTV"
          ],
          [
            105531,
            "T99N"
          ],
          [
            108596,
            "Gkyc"
          ],
          [
            109154,
            "Qjkdb_"
          ],
          [
            110835,
            "Hwqd"
          ],
          [
            111255,
            "7 5t"
          ],
          [
            111845,
            "P2NC"
          ],
          [
            114915,
            "ia.m"
          ],
          [
            118455,
            "UMB1"
          ],
          [
            121378,
            "Ufrjly"
          ],
          [
            122783,
            "T5GZ"
          ],
          [
            124969,
            "86EE"
          ]
        ],
        "sz": 572440,
        "ts": [
          {
            "c": 1.0,
            "d": "Authenticode chain CN: GlobalSign",
            "e": [
              "GlobalSign"
            ],
            "i": "metadata/signed/developer::globalsign",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Authenticode chain CN: GlobalSign CodeSigning CA - SHA256 - G2",
            "e": [
              "GlobalSign CodeSigning CA - SHA256 - G2"
            ],
            "i": "metadata/signed/developer::globalsign-codesigning-ca---sha256---g2",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Authenticode chain CN: Click Yes",
            "e": [
              "Click Yes"
            ],
            "i": "metadata/signed/developer::click-yes",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Signed by Click Yes",
            "e": [
              "Click Yes"
            ],
            "i": "metadata/signed/leaf::click-yes",
            "l": 3
          },
          {
            "a": "T1059",
            "c": 1.0,
            "d": "NSIS self-extracting installer",
            "e": [
              "NSIS marker found, extracted"
            ],
            "i": "file/sfx/nsis",
            "l": 3
          },
          {
            "c": 0.800000011920929,
            "d": "Data before JAR/ZIP header",
            "e": [
              "50 4B 03 04"
            ],
            "i": "objectives/anti-static/polyglot/format::jar-polyglot-prefix",
            "l": 1
          },
          {
            "c": 0.75,
            "d": "Printable ASCII substitution table",
            "e": [
              "!\"#$%\u0026'()*+,-./0123456789:;\u003c=\u003e?@abcdefghijklmnopqrstuvwxyz[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~"
            ],
            "i": "micro-behaviors/data/encode/charset::printable-ascii-substitution-table",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Binary lacks resource section entirely",
            "e": [
              "binary.rsrc_to_file_ratio = 0.00"
            ],
            "i": "metadata/binary/resource::no-resources",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Read data from file handle",
            "e": [
              "ReadFile"
            ],
            "i": "micro-behaviors/fs/file/read::read-file",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Query current module path",
            "e": [
              "GetModuleFileNameA",
              "GetModuleFileNameW"
            ],
            "i": "micro-behaviors/fs/path/check::get-module-filename",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Raise structured exception",
            "e": [
              "RaiseException"
            ],
            "i": "micro-behaviors/os/exception/raise::raise-exception",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Tiny resource section (no version/icon)",
            "e": [
              ".rsrc (size: 1024)"
            ],
            "i": "metadata/binary/resource::minimal-resources",
            "l": 2
          },
          {
            "c": 0.9300000071525574,
            "d": "unzip 0.15 library banner",
            "e": [
              "unzip 0.15 Copyright 1998 Gilles Vollant"
            ],
            "i": "well-known/lib/zlib::unzip-015-banner",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 20+ imports",
            "e": [
              "binary.import_count = 75.00",
              "binary.import_count = 33.00"
            ],
            "i": "metadata/binary/metrics::many-imports-20",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Get current process handle",
            "e": [
              "GetCurrentProcess"
            ],
            "i": "micro-behaviors/os/module/load::get-current-process",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "Unicode console output",
            "e": [
              "WriteConsoleW"
            ],
            "i": "micro-behaviors/hardware/display/screen::write-console-w",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Check processor features (potential VM detection)",
            "e": [
              "IsProcessorFeaturePresent"
            ],
            "i": "objectives/anti-analysis/vm-detect/processor-features::is-processor-feature-present",
            "l": 1,
            "m": "B0009"
          },
          {
            "c": 0.9200000166893005,
            "d": "External IPv4 address with port literal",
            "e": [
              "129.1.19.5:5893"
            ],
            "i": "micro-behaviors/communications/ip::external-ipv4-port-binary-literal",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory deallocation",
            "e": [
              "HeapFree"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-free",
            "l": 2
          },
          {
            "c": 0.8399999737739563,
            "d": "Read wide environment block",
            "e": [
              "GetEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::get-environment-strings-wide",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory reallocation",
            "e": [
              "HeapReAlloc"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-realloc",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has low average string entropy",
            "e": [
              "binary.avg_string_entropy = 3.00",
              "binary.avg_string_entropy = 3.25"
            ],
            "i": "metadata/binary/metrics::avg-string-entropy-4-max",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.8600000143051147,
            "d": "Long mixed-case identifiers cluster",
            "e": [
              "GetProcessWindowStation",
              "GetSystemTimeAsFileTime",
              "GetModuleFileNameA",
              "UnhandledExceptionFilter",
              "GetCurrentProcessId",
              "WideCharToMultiByte",
              "InitializeCriticalSection",
              "GetUserObjectInformationW",
              "MultiByteToWideChar",
              "SetUnhandledExceptionFilter",
              "GetModuleFileNameW",
              "InterlockedDecrement",
              "InitializeCriticalSectionAndSpinCount",
              "InterlockedIncrement"
            ],
            "i": "objectives/anti-static/obfuscation/string::long-mixedcase-identifiers",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.8199999928474426,
            "d": "Elevated text section entropy",
            "e": [
              ".text (entropy: 6.57)"
            ],
            "i": "metadata/binary/section/metrics::elevated-text-entropy-section",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Windows file creation/open API",
            "e": [
              "CreateFileA",
              "CreateFileW"
            ],
            "i": "micro-behaviors/fs/file/open::file-create-win",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory allocation",
            "e": [
              "HeapAlloc"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-alloc",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "CorExitProcess CLR termination reference",
            "e": [
              "CorExitProcess"
            ],
            "i": "micro-behaviors/process/inject/runtime::corexitprocess-string",
            "l": 3
          },
          {
            "c": 0.8999999761581421,
            "d": "Flush file buffer to disk",
            "e": [
              "FlushFileBuffers"
            ],
            "i": "micro-behaviors/fs/file/handle::flush-file-buffers",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "XORed Cobalt Strike config marker",
            "e": [
              "EF BE [2] BE B7"
            ],
            "i": "well-known/malware/rat/cobalt-strike::xored-config-beef-rdata",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Create private heap (HeapCreate)",
            "e": [
              "HeapCreate"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-create",
            "l": 2
          },
          {
            "c": 0.6600000262260437,
            "d": "Create directories (Windows API ANSI)",
            "e": [
              "CreateDirectoryA"
            ],
            "i": "micro-behaviors/fs/directory/mkdir::create-directory-a",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Delay execution",
            "e": [
              "Sleep"
            ],
            "i": "micro-behaviors/time/timing/delay::sleep-dup",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Peek message (ANSI)",
            "e": [
              "PeekMessageA"
            ],
            "i": "micro-behaviors/os/message/queue::peek-message-a",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Enter critical section",
            "e": [
              "EnterCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-enter",
            "l": 2
          },
          {
            "a": "T1204.002",
            "c": 0.9300000071525574,
            "d": "Regex component marker",
            "e": [
              "HeapCreate",
              "CreateFileA",
              "CreateDirectoryA",
              "CreateFileW"
            ],
            "i": "objectives/command-and-control/dropper/execution/clickfix::schtasks-remote-unc-xml--rx-3",
            "l": 1,
            "m": "B0024"
          },
          {
            "c": 1.0,
            "d": "Binary is not position-independent (fixed load address)",
            "e": [
              "binary.is_pie = 0.00"
            ],
            "i": "metadata/hardening::no-pie",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Query process window station",
            "e": [
              "GetProcessWindowStation"
            ],
            "i": "micro-behaviors/ui/window/station::get-process-window-station",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE has low overall entropy",
            "e": [
              "binary.overall_entropy = 4.91",
              "binary.overall_entropy = 4.14"
            ],
            "i": "metadata/binary/layout::low-overall-entropy",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 3+ functions",
            "e": [
              "binary.func_count = 369.00",
              "binary.func_count = 30.00"
            ],
            "i": "metadata/binary/metrics::few-functions-3",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "PE standard runtime section",
            "e": [
              ".reloc",
              ".rdata"
            ],
            "i": "metadata/binary/section/names::pe-runtime-standard-section",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Send message to window (ANSI)",
            "e": [
              "SendMessageA"
            ],
            "i": "micro-behaviors/ui/window/manage::send-message-a",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Set last error code",
            "e": [
              "SetLastError"
            ],
            "i": "micro-behaviors/os/exception/error-handling::set-last-error",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get system time as FILETIME",
            "e": [
              "GetSystemTimeAsFileTime"
            ],
            "i": "micro-behaviors/time/query::get-system-time-as-filetime",
            "l": 2
          },
          {
            "c": 0.9900000095367432,
            "d": "MSVC C++ runtime strerror diagnostic string",
            "e": [
              "Visual C++ CRT: Not enough memory to complete call to strerror."
            ],
            "i": "objectives/evasion/process/injection::msvc-crt-strerror-string",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Legitimate DLL name associated with module stomping",
            "e": [
              "mscoree.dll"
            ],
            "i": "objectives/evasion/process/injection::module-stomping-target",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "High function count over 200",
            "e": [
              "binary.func_count = 369.00"
            ],
            "i": "metadata/binary/metrics::high-function-count-200",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Binary has low overall entropy",
            "e": [
              "binary.overall_entropy = 4.91",
              "binary.overall_entropy = 4.14"
            ],
            "i": "metadata/binary/metrics::low-overall-entropy-binary",
            "l": 1
          },
          {
            "c": 0.75,
            "d": "High entropy encrypted data",
            "e": [
              ".rdata (entropy: 7.22)"
            ],
            "i": "micro-behaviors/data/encode/payload::payload-blob-metrics",
            "l": 3
          },
          {
            "c": 0.949999988079071,
            "d": "Case-mangled GetUserObjectInformation token",
            "e": [
              "GetUserObjectInform"
            ],
            "i": "well-known/malware/ransomware/stop_djvu::case-mangled-getuserobjectinformation",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Binary with very few exports (1-2)",
            "e": [
              "binary.export_count = 1.00"
            ],
            "i": "metadata/binary/metrics::minimal-exports",
            "l": 3
          },
          {
            "c": 0.800000011920929,
            "d": "PE with exactly four sections",
            "e": [
              "binary.section_count = 4.00"
            ],
            "i": "metadata/binary/metrics::four-section-pe",
            "l": 1
          },
          {
            "c": 0.949999988079071,
            "d": "links USER32.dll (MessageBoxA, DispatchMessageA, TranslateMessage, PeekMessageA, CharPrevA, ... +4 more)",
            "e": [
              "USER32.dll"
            ],
            "i": "metadata/dylib::user32/dll",
            "l": 2
          },
          {
            "a": "T1027.007",
            "c": 0.800000011920929,
            "d": "DLL name strings without LoadLibrary import",
            "e": [
              "binary.import_count = 33.00"
            ],
            "i": "objectives/anti-static/obfuscation/string/runtime-decrypt::dll-names-no-loadlibrary",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "c": 0.8199999928474426,
            "d": "Medium entropy rdata section",
            "e": [
              ".rdata (entropy: 7.22)"
            ],
            "i": "metadata/binary/section/metrics::medium-entropy-rdata-section",
            "l": 1
          },
          {
            "a": "T1106",
            "c": 0.699999988079071,
            "d": "EnumSystemLocales API",
            "e": [
              "EnumSystemLocalesA"
            ],
            "i": "objectives/evasion/process/injection::enum-locale-callback",
            "l": 3,
            "m": "E1106"
          },
          {
            "c": 0.8999999761581421,
            "d": "Regex component marker",
            "e": [
              "Too many links"
            ],
            "i": "objectives/evasion/masquerade/file/suspicious-path::exe-in-media-folder--rx-6",
            "l": 1
          },
          {
            "a": "T1082",
            "c": 0.8799999952316284,
            "d": "Query locale information",
            "e": [
              "GetLocaleInfoW",
              "GetLocaleInfoA"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::get-locale-info",
            "l": 2
          },
          {
            "c": 0.8199999928474426,
            "d": "Repeated padding marker string block",
            "e": [
              "…XPADDINGPADDINGXXPADDINGPADDINGXXPADDINGPADDINGXXPADDINGPADDINGX…",
              "\u003c/assembly\u003ePAPADDINGXXPADDINGPADDINGXXPADDINGPADDINGX…",
              "…embly\u003ePAPADDINGXXPADDINGPADDINGXXPADDINGPADDINGXXPADDINGPADDINGX…"
            ],
            "i": "objectives/anti-static/obfuscation/string/junking::repeated-padding-marker",
            "l": 1
          },
          {
            "c": 0.7799999713897705,
            "d": "Get module handle Unicode",
            "e": [
              "GetModuleHandleW"
            ],
            "i": "micro-behaviors/os/module/load::get-module-handle-wide",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage assignment",
            "e": [
              "TlsSetValue"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-set-value",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get console input/output mode",
            "e": [
              "GetConsoleMode"
            ],
            "i": "micro-behaviors/fs/file/handle::get-console-mode",
            "l": 2
          },
          {
            "c": 0.8799999952316284,
            "d": "Enumerate process environment block",
            "e": [
              "GetEnvironmentStringsW",
              "FreeEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::environment-block-enumeration",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "ASLR bit not set in DLL Characteristics",
            "e": [
              "pe.dll_characteristics = 320.00"
            ],
            "i": "metadata/hardening::no-aslr-bit",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Encoded HTML tag fragment",
            "e": [
              "\u003cprogram name unknown\u003e"
            ],
            "i": "objectives/anti-static/obfuscation/encoding::encoded-html-tag-fragment",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Get file handle type",
            "e": [
              "GetFileType"
            ],
            "i": "micro-behaviors/fs/file/handle::get-file-type",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Register and invoke exception filters",
            "e": [
              "UnhandledExceptionFilter",
              "SetUnhandledExceptionFilter"
            ],
            "i": "micro-behaviors/os/exception/error-handling::exception-filter-pair-imports",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Get Unicode character type",
            "e": [
              "GetStringTypeW"
            ],
            "i": "micro-behaviors/os/env/access::get-string-type-w",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage retrieval",
            "e": [
              "TlsGetValue"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-get-value",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has low average complexity",
            "e": [
              "binary.avg_complexity = 8.26"
            ],
            "i": "metadata/binary/metrics::avg-complexity-15-max",
            "l": 2
          },
          {
            "a": "T1082",
            "c": 0.8999999761581421,
            "d": "Locale and environment profiling cluster",
            "e": [
              "GetSystemTimeAsFileTime",
              "GetUserDefaultLCID",
              "GetEnvironmentStringsW",
              "EnumSystemLocalesA",
              "GetCommandLineA",
              "FreeEnvironmentStringsW",
              "GetLocaleInfoW",
              "GetLocaleInfoA"
            ],
            "i": "objectives/discovery/system/locale::locale-and-environment-profiling",
            "l": 3,
            "m": "E1082"
          },
          {
            "c": 0.8999999761581421,
            "d": "Delete critical section",
            "e": [
              "DeleteCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-delete",
            "l": 2
          },
          {
            "a": "T1573",
            "c": 0.800000011920929,
            "d": "Regex component marker",
            "e": [
              "spanish-dominican republic"
            ],
            "i": "micro-behaviors/crypto/asymmetric/kem::encrypted-trailer-terms--rx-4",
            "l": 1,
            "m": "C0027"
          },
          {
            "c": 0.8999999761581421,
            "d": "Leave critical section",
            "e": [
              "LeaveCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-leave",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "GetModuleFileName API call",
            "e": [
              "GetModuleFileNameW",
              "GetModuleFileNameA"
            ],
            "i": "micro-behaviors/process/info/current::get-module-filename",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 25+ imports",
            "e": [
              "binary.import_count = 75.00",
              "binary.import_count = 33.00"
            ],
            "i": "metadata/binary/metrics::many-imports-25",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Binary has many functions (\u003e30)",
            "e": [
              "binary.func_count = 369.00",
              "binary.func_count = 30.00"
            ],
            "i": "metadata/binary/metrics::many-functions",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Unicode string locale mapping",
            "e": [
              "LCMapStringW"
            ],
            "i": "micro-behaviors/os/env/access::lcmap-string-w",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Five section PE layout",
            "e": [
              "binary.section_count = 5.00"
            ],
            "i": "metadata/binary/section/metrics::five-section-pe",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Small PE resource section",
            "e": [
              "pe.rsrc_size = 0.00",
              "pe.rsrc_size = 1024.00"
            ],
            "i": "metadata/package/versioning::pe-small-rsrc",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage deallocation",
            "e": [
              "TlsFree"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-free",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Exit current process",
            "e": [
              "ExitProcess"
            ],
            "i": "micro-behaviors/process/terminate/kill::exit-process",
            "l": 2
          },
          {
            "c": 0.6000000238418579,
            "d": "Copyright notice",
            "e": [
              "Copyright"
            ],
            "i": "metadata/package/license::copyright-word",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get process heap handle",
            "e": [
              "GetProcessHeap"
            ],
            "i": "micro-behaviors/mem/alloc/heap::get-process-heap",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE Rich header present (MSVC toolchain)",
            "e": [
              "pe.rich_header_present = 1.00"
            ],
            "i": "metadata/binary/resource::rich-header-present",
            "l": 2
          },
          {
            "c": 0.4000000059604645,
            "d": "Embedded ZIP archive",
            "e": [
              "50 4B 03 04"
            ],
            "i": "micro-behaviors/data/embedded/payload::zip-magic",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "File is a compiled binary",
            "e": [
              "nsisunz.dll",
              "bb.dll"
            ],
            "i": "metadata/binary/framework::is-binary",
            "l": 1
          },
          {
            "a": "T1027.007",
            "c": 0.8500000238418579,
            "d": "MZ header validation in code",
            "e": [
              "B8 4D 5A 00 00"
            ],
            "i": "objectives/anti-static/obfuscation/imports::mz-magic-check",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "c": 1.0,
            "d": "Binary has 50+ functions",
            "e": [
              "binary.func_count = 369.00"
            ],
            "i": "metadata/binary/metrics::many-functions-50",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Close handle",
            "e": [
              "CloseHandle"
            ],
            "i": "micro-behaviors/process/create/spawn::close-handle-dup",
            "l": 2
          },
          {
            "a": "T1027.007",
            "c": 0.699999988079071,
            "d": "PE header access via e_lfanew offset",
            "e": [
              "4f",
              "41",
              "48",
              "46",
              "49"
            ],
            "i": "objectives/anti-static/obfuscation/imports::pe-header-walk",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "c": 0.949999988079071,
            "d": "Process termination via TerminateProcess",
            "e": [
              "TerminateProcess"
            ],
            "i": "micro-behaviors/process/terminate/kill::terminate-process",
            "l": 3,
            "m": "B0033"
          },
          {
            "c": 0.8999999761581421,
            "d": "PE resource section",
            "e": [
              ".rsrc"
            ],
            "i": "metadata/binary/section/names::pe-resource-section",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Get module file path (ANSI)",
            "e": [
              "GetModuleFileNameA"
            ],
            "i": "micro-behaviors/os/module/load::get-module-filename-ansi",
            "l": 2
          },
          {
            "a": "T1055",
            "c": 0.8500000238418579,
            "d": "Large null run in executable (64+ bytes)",
            "e": [
              "00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-structure::large-null-run-text",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Unusual PE section alignment",
            "e": [
              "pe.unusual_alignment = 1.00"
            ],
            "i": "objectives/anti-static/obfuscation/payload::unusual-alignment-pe",
            "l": 4
          },
          {
            "a": "T1620",
            "c": 0.8999999761581421,
            "d": "GetProcAddress loader API string",
            "e": [
              "GetProcAddress"
            ],
            "i": "objectives/command-and-control/dropper/execution/loader::dark-eye-getprocaddress-string",
            "l": 1,
            "m": "B0030"
          },
          {
            "a": "T1497.003",
            "c": 0.8500000238418579,
            "d": "Multiple timing calls (delta measurement)",
            "e": [
              "GetTickCount",
              "QueryPerformanceCounter"
            ],
            "i": "objectives/anti-analysis/timing/evasion::timing-delta-check",
            "l": 1,
            "m": "B0003.003"
          },
          {
            "a": "T1622",
            "c": 0.949999988079071,
            "d": "Check if debugger is attached",
            "e": [
              "IsDebuggerPresent"
            ],
            "i": "objectives/anti-analysis/debugger-detect/check::is-debugger-present",
            "l": 1,
            "m": "B0001"
          },
          {
            "d": ".dll extension reference",
            "e": [
              ".dll"
            ],
            "i": "micro-behaviors/fs/path/extension::dll-dup",
            "l": 2
          },
          {
            "c": 0.8199999928474426,
            "d": "Regex component marker",
            "e": [
              "CloseHandle"
            ],
            "i": "objectives/discovery/system/ics-environment/register::ics-register-flow-rate--rx-75",
            "l": 1
          },
          {
            "a": "T1497.003",
            "c": 0.8999999761581421,
            "d": "Timing-based anti-debugging pattern",
            "e": [
              "QueryPerformanceCounter",
              "GetTickCount",
              "IsDebuggerPresent",
              "IsDebuggerPresent"
            ],
            "i": "objectives/anti-analysis/timing/evasion::timing-anti-debug",
            "l": 4,
            "m": "B0003.003"
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage allocation",
            "e": [
              "TlsAlloc"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-alloc",
            "l": 2
          },
          {
            "a": "T1070.006",
            "c": 0.699999988079071,
            "d": "PE header compile timestamp predates 2025",
            "e": [
              "pe.timestamp = 1121262082.00",
              "pe.timestamp = 1413873554.00"
            ],
            "i": "objectives/evasion/indicator-removal/timestamps::header-timestamp-pre-2025",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Regex component marker",
            "e": [
              "GetStringTypeW",
              "GetEnvironmentStringsW",
              "invalid string position",
              "FreeEnvironmentStringsW",
              "string too long",
              "LCMapStringW"
            ],
            "i": "micro-behaviors/communications/http/client::webclient--rx-7",
            "l": 1
          },
          {
            "c": 0.8199999928474426,
            "d": "Query current process command line",
            "e": [
              "GetCommandLineA"
            ],
            "i": "micro-behaviors/process/info/commandline::get-command-line",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "CTS CreateFileW import",
            "e": [
              "CreateFileW"
            ],
            "i": "well-known/malware/worm/cts::create-file-w-import",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 4 or fewer sections",
            "e": [
              "binary.section_count = 4.00"
            ],
            "i": "objectives/command-and-control/infrastructure/config::max-sections-4",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Get tick count",
            "e": [
              "GetTickCount"
            ],
            "i": "micro-behaviors/time/query::get-tick-count",
            "l": 2
          },
          {
            "c": 0.8600000143051147,
            "d": "High entropy rdata section",
            "e": [
              ".rdata (entropy: 7.22)"
            ],
            "i": "metadata/binary/section/metrics::high-entropy-rdata-section",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 50+ imports",
            "e": [
              "binary.import_count = 75.00"
            ],
            "i": "metadata/binary/metrics::many-imports-50",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Get process startup information",
            "e": [
              "GetStartupInfoW"
            ],
            "i": "micro-behaviors/os/sysinfo/process::get-startup-info",
            "l": 2
          },
          {
            "c": 0.8799999952316284,
            "d": "User-object API string",
            "e": [
              "GetUserObjectInformationW"
            ],
            "i": "well-known/malware/worm/mabezat::xor-getuserobjectinformationw",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Release wide environment block",
            "e": [
              "FreeEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::free-environment-strings-wide",
            "l": 2
          },
          {
            "a": "T1082",
            "c": 0.8999999761581421,
            "d": "Multiple Win32 locale discovery APIs",
            "e": [
              "GetLocaleInfoW",
              "GetLocaleInfoA",
              "EnumSystemLocalesA",
              "GetUserDefaultLCID"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::locale-environment-fingerprint",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Display message box (ANSI)",
            "e": [
              "MessageBoxA"
            ],
            "i": "micro-behaviors/ui/dialog/prompt::message-box-a",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get standard I/O handle",
            "e": [
              "GetStdHandle"
            ],
            "i": "micro-behaviors/fs/file/handle::get-std-handle",
            "l": 2
          },
          {
            "a": "T1055",
            "c": 0.9200000166893005,
            "d": "Regex component marker",
            "e": [
              "binary.import_count = 33.00"
            ],
            "i": "objectives/evasion/process/injection/vb6::vb6-process-injection-pattern-cond-1--inline-17571",
            "l": 1,
            "m": "C0041"
          },
          {
            "c": 1.0,
            "d": "LoadLibrary symbol",
            "e": [
              "LoadLibraryW"
            ],
            "i": "objectives/anti-static/obfuscation/reflection/class::loadlibrary-sym",
            "l": 1
          },
          {
            "a": "T1082",
            "c": 0.8399999737739563,
            "d": "Enumerate installed system locales",
            "e": [
              "EnumSystemLocalesA"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::enum-system-locales",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Regex component marker",
            "e": [
              "Too many links"
            ],
            "i": "objectives/evasion/process::exe-in-media-folder--rx-6",
            "l": 1
          },
          {
            "a": "T1082",
            "c": 0.8500000238418579,
            "d": "Query user locale identifier",
            "e": [
              "GetUserDefaultLCID"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::get-user-default-lcid",
            "l": 2
          },
          {
            "a": "T1027.007",
            "c": 0.8600000143051147,
            "d": "PE API hashing indicator present",
            "e": [
              "pe.api_hashing_indicators = 1.00"
            ],
            "i": "objectives/anti-static/obfuscation/imports::pe-api-hashing-indicator-single",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "c": 0.8600000143051147,
            "d": "Query active window station state",
            "e": [
              "GetUserObjectInformationW",
              "GetProcessWindowStation"
            ],
            "i": "micro-behaviors/ui/window/station::window-station-query-chain",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Truncate file via SetEndOfFile",
            "e": [
              "SetEndOfFile"
            ],
            "i": "micro-behaviors/fs/file/truncate::set-end-of-file-win",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE mapped image under 768 KiB",
            "e": [
              "pe.size_of_image = 40960.00",
              "pe.size_of_image = 139264.00"
            ],
            "i": "metadata/binary/layout::image-under-768kb",
            "l": 1
          },
          {
            "a": "T1027",
            "c": 0.9900000095367432,
            "d": "PE version resource text",
            "e": [
              "VS_VERSION_INFO"
            ],
            "i": "objectives/anti-static/obfuscation/payload/section::anydesk-version-info",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.8500000238418579,
            "d": "Query window station object info",
            "e": [
              "GetUserObjectInformationW"
            ],
            "i": "micro-behaviors/ui/window/station::get-user-object-information",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE standard code/data section",
            "e": [
              ".text",
              ".data"
            ],
            "i": "metadata/binary/section/names::pe-code-data-standard-section",
            "l": 1
          },
          {
            "c": 0.6499999761581421,
            "d": "Get dialog control handle",
            "e": [
              "GetDlgItem"
            ],
            "i": "micro-behaviors/ui/dialog/prompt::get-dialog-item",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE .reloc section presence",
            "e": [
              ".reloc"
            ],
            "i": "metadata/binary/section/names::reloc-section-presence",
            "l": 2
          },
          {
            "c": 0.8600000143051147,
            "d": "asInvoker manifest tag in resources",
            "e": [
              "\u003crequestedExecutionLevel level=\"asInvoker\" uiAccess=\"false\"\u003e"
            ],
            "i": "metadata/binary/resource::asinvoker-resource-manifest-flex",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links KERNEL32.dll (DeleteCriticalSection, InitializeCriticalSection, CreateDirectoryA, lstrcpyA, lstrcmpA, ... +19 more)",
            "e": [
              "KERNEL32.dll"
            ],
            "i": "metadata/dylib::kernel32/dll",
            "l": 2
          },
          {
            "a": "T1105",
            "c": 0.800000011920929,
            "d": "Compact PE import table",
            "e": [
              "binary.import_count = 33.00",
              "binary.import_count = 75.00"
            ],
            "i": "objectives/command-and-control/dropper/delivery/download-execute::compact-import-table",
            "l": 1,
            "m": "E1105"
          },
          {
            "c": 0.699999988079071,
            "d": "Get module file path",
            "e": [
              "GetModuleFileNameW"
            ],
            "i": "micro-behaviors/os/module/load::get-module-filename-dup",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Initialize critical section",
            "e": [
              "InitializeCriticalSection",
              "InitializeCriticalSectionAndSpinCount"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-init",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Pointer value encoding",
            "e": [
              "EncodePointer"
            ],
            "i": "micro-behaviors/os/syscall/invoke::encode-pointer",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE imports from one DLL",
            "e": [
              "pe.import_dll_count = 1.00"
            ],
            "i": "metadata/binary/symbols::pe-single-import-dll",
            "l": 1
          },
          {
            "c": 0.9200000166893005,
            "d": "Dynamically resolve own modules and exports",
            "e": [
              "GetProcAddress",
              "GetModuleHandleW"
            ],
            "i": "micro-behaviors/os/module/load::dynamic-self-resolution-imports",
            "l": 2
          },
          {
            "a": "T1622",
            "c": 0.9300000071525574,
            "d": "Debugger check with teardown guards",
            "e": [
              "Sleep",
              "SetUnhandledExceptionFilter",
              "IsDebuggerPresent"
            ],
            "i": "objectives/anti-analysis/debugger-detect/check::debugger-check-with-guards",
            "l": 2,
            "m": "B0001"
          },
          {
            "c": 0.8500000238418579,
            "d": "DLL filename extension present",
            "e": [
              "nsisunz.dll",
              "bb.dll"
            ],
            "i": "objectives/evasion/masquerade/dll::dll-basename",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 30+ imports",
            "e": [
              "binary.import_count = 75.00",
              "binary.import_count = 33.00"
            ],
            "i": "metadata/binary/metrics::many-imports-30",
            "l": 1
          },
          {
            "c": 0.8500000238418579,
            "d": "Runtime library unwind operation",
            "e": [
              "RtlUnwind"
            ],
            "i": "micro-behaviors/os/exception/error-handling::rtl-unwind",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.800000011920929,
            "d": "Few PE resource entries (no DIALOG/MENU/STRINGTABLE)",
            "e": [
              "pe.resource_count = 0.00",
              "pe.resource_count = 2.00"
            ],
            "i": "objectives/evasion/anti-av/heuristic::minimal-pe-resources",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 40+ imports",
            "e": [
              "binary.import_count = 75.00"
            ],
            "i": "metadata/binary/metrics::many-imports-40",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Get current thread ID",
            "e": [
              "GetCurrentThreadId"
            ],
            "i": "micro-behaviors/process/info/thread::get-current-thread-id",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get current process ID",
            "e": [
              "GetCurrentProcessId"
            ],
            "i": "micro-behaviors/process/info/thread::get-current-process-id",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Write data to file handle",
            "e": [
              "WriteFile"
            ],
            "i": "micro-behaviors/fs/file/write::write-file",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Tiny writable data section",
            "e": [
              ".data (size: 5632)",
              ".data (size: 4096)"
            ],
            "i": "metadata/binary/section/metrics::tiny-data-section",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Binary has many sentence-like strings",
            "e": [
              "binary.sentence_string_ratio = 0.26",
              "binary.sentence_string_ratio = 0.21"
            ],
            "i": "metadata/binary/metrics::rich-sentence-strings-20pct",
            "l": 1
          },
          {
            "c": 0.8399999737739563,
            "d": "High basic block count in sparse binary",
            "e": [
              "binary.total_basic_blocks = 4575.00"
            ],
            "i": "metadata/binary/metrics::dense-basic-blocks",
            "l": 1
          },
          {
            "c": 0.8600000143051147,
            "d": "Register unhandled exception filter",
            "e": [
              "SetUnhandledExceptionFilter"
            ],
            "i": "micro-behaviors/os/exception/error-handling::set-unhandled-exception-filter-import",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Get environment strings",
            "e": [
              "GetEnvironmentStringsW",
              "FreeEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::get-environment-strings",
            "l": 2
          },
          {
            "c": 0.8600000143051147,
            "d": "Query locale information",
            "e": [
              "GetLocaleInfoW"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::get-locale-info-import",
            "l": 2
          },
          {
            "c": 0.20000000298023224,
            "d": "output keyword",
            "e": [
              "Error writing output file(s)",
              "Input/output error",
              "Error opening output file(s)"
            ],
            "i": "micro-behaviors/data/text/keywords::output",
            "l": 1
          },
          {
            "a": "T1055",
            "c": 0.949999988079071,
            "d": "Huge null run in executable (128+ bytes)",
            "e": [
              "00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-structure::huge-null-run-text",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Five or more PE sections",
            "e": [
              "binary.section_count = 5.00"
            ],
            "i": "objectives/anti-static/obfuscation/imports::five-plus-sections-pe",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Set standard I/O handle",
            "e": [
              "SetStdHandle"
            ],
            "i": "micro-behaviors/fs/file/handle::set-std-handle",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE has many readable strings",
            "e": [
              "binary.string_count = 416.00",
              "binary.string_count = 103.00"
            ],
            "i": "metadata/binary/layout::many-readable-strings",
            "l": 2
          },
          {
            "d": "POSIX \"Permission denied\" error message",
            "e": [
              "Permission denied"
            ],
            "i": "micro-behaviors/os/message/error::permission-denied",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Set file position",
            "e": [
              "SetFilePointer"
            ],
            "i": "micro-behaviors/fs/file/handle::set-file-pointer",
            "l": 2
          },
          {
            "a": "T1565.001",
            "c": 0.8500000238418579,
            "d": "Regex component marker",
            "e": [
              "DispatchMessageA"
            ],
            "i": "objectives/evasion/hosts-file/block-security::escan-security-domain--rx-4",
            "l": 1,
            "m": "F0004"
          },
          {
            "a": "T1027",
            "c": 0.699999988079071,
            "d": "Code section dominates file layout",
            "e": [
              "binary.largest_section_ratio = 0.69"
            ],
            "i": "objectives/anti-static/obfuscation/string/anomaly::dominant-text-section",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.699999988079071,
            "d": "Get system error code",
            "e": [
              "GetLastError"
            ],
            "i": "micro-behaviors/os/exception/error-handling::get-last-error",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Resolve exports with GetProcAddress",
            "e": [
              "GetProcAddress"
            ],
            "i": "micro-behaviors/os/module/load::get-proc-address-import",
            "l": 2
          },
          {
            "a": "T1082",
            "c": 0.8999999761581421,
            "d": "Windows locale fingerprinting imports",
            "e": [
              "GetEnvironmentStringsW",
              "GetLocaleInfoA",
              "EnumSystemLocalesA",
              "FreeEnvironmentStringsW",
              "GetUserDefaultLCID",
              "GetLocaleInfoW"
            ],
            "i": "objectives/discovery/system/locale::windows-locale-fingerprint",
            "l": 3,
            "m": "E1082"
          },
          {
            "c": 0.8999999761581421,
            "d": "Unsigned binary contains DLL name associated with module stomping",
            "e": [
              "binary.has_signature = 0.00",
              "mscoree.dll"
            ],
            "i": "objectives/evasion/process/injection::unsigned-module-stomping-target",
            "l": 1
          },
          {
            "c": 0.8399999737739563,
            "d": "Invoke unhandled exception filter",
            "e": [
              "UnhandledExceptionFilter"
            ],
            "i": "micro-behaviors/os/exception/error-handling::unhandled-exception-filter-import",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "CreateFile API string reference",
            "e": [
              "CreateFile"
            ],
            "i": "micro-behaviors/fs/file/open::createfile-api",
            "l": 2
          },
          {
            "c": 0.6499999761581421,
            "d": "Get file size",
            "e": [
              "GetFileSize"
            ],
            "i": "micro-behaviors/fs/sync/fsync::get-file-size",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Register window class",
            "e": [
              "RegisterClassA"
            ],
            "i": "micro-behaviors/ui/window/manage::register-class",
            "l": 2
          },
          {
            "a": "T1195",
            "c": 0.949999988079071,
            "d": "NSIS installer manifest identity",
            "e": [
              "Nullsoft Install System v2.46"
            ],
            "i": "well-known/malware/dropper/dragonbreath::nsis-manifest-identity",
            "l": 1
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "Open registry key via import symbol ANSI",
            "e": [
              "RegOpenKeyExA"
            ],
            "i": "micro-behaviors/os/registry/access::reg-open-key-ex-a-symbol",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Convert Shell folder ID to path (ANSI)",
            "e": [
              "SHGetPathFromIDListA"
            ],
            "i": "micro-behaviors/fs/shell-ops::shell-get-path-from-idlist-a",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Modify file creation/access/write times",
            "e": [
              "SetFileTime"
            ],
            "i": "micro-behaviors/fs/sync/fsync::set-file-time",
            "l": 3
          },
          {
            "a": "T1129",
            "c": 0.949999988079071,
            "d": "Create thread in current process",
            "e": [
              "CreateThread"
            ],
            "i": "micro-behaviors/process/thread/create::create-thread",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Delete GDI object",
            "e": [
              "DeleteObject"
            ],
            "i": "micro-behaviors/ui/graphics/draw::delete-object",
            "l": 2
          },
          {
            "a": "T1112",
            "c": 0.8799999952316284,
            "d": "Create registry key ANSI",
            "e": [
              "RegCreateKeyExA"
            ],
            "i": "micro-behaviors/os/registry/manipulate::reg-create-key-ex-a",
            "l": 3
          },
          {
            "c": 0.6499999761581421,
            "d": "Close clipboard",
            "e": [
              "CloseClipboard"
            ],
            "i": "micro-behaviors/os/clipboard/access::close-clipboard",
            "l": 3
          },
          {
            "c": 0.800000011920929,
            "d": "Dense PE import table references",
            "e": [
              "binary.import_density = 6.60"
            ],
            "i": "metadata/binary/metrics::high-import-density",
            "l": 3
          },
          {
            "c": 0.8999999761581421,
            "d": "Close directory enumeration handle",
            "e": [
              "FindClose"
            ],
            "i": "micro-behaviors/fs/enumerate/directory::find-close",
            "l": 2
          },
          {
            "a": "T1112",
            "c": 0.8500000238418579,
            "d": "Set registry value via WinAPI ANSI",
            "e": [
              "RegSetValueExA"
            ],
            "i": "micro-behaviors/os/registry/access::reg-set-value-ex-a",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.8199999928474426,
            "d": "Large PE with dense string corpus",
            "e": [
              "binary.string_density = 19.02"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics::high-string-density-large-pe",
            "l": 1,
            "m": "B0032"
          },
          {
            "a": "T1485",
            "c": 0.8999999761581421,
            "d": "Preserves .exe .gho .bak files",
            "e": [
              ".exe"
            ],
            "i": "objectives/impact/destroy/file-deletion::exe-gho-bak-whitelist",
            "l": 1,
            "m": "C0047"
          },
          {
            "c": 0.800000011920929,
            "d": "Manifest requires administrator privileges",
            "e": [
              "\u003crequestedExecutionLevel level=\"requireAdministrator"
            ],
            "i": "micro-behaviors/os/privilege/manifest::require-administrator",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "Create window timer",
            "e": [
              "SetTimer"
            ],
            "i": "micro-behaviors/ui/window/manage::set-timer",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Begin directory enumeration ANSI",
            "e": [
              "FindFirstFileA"
            ],
            "i": "micro-behaviors/fs/enumerate/directory::find-first-file-a",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "NSIS marker in low-string binary",
            "e": [
              "…e=\"win32\"/\u003e\u003cdescription\u003eNullsoft Install System v2.46\u003c/description\u003e\u003cdep…"
            ],
            "i": "objectives/anti-static/obfuscation/imports::low-string-fp-nsis",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Get module handle ANSI",
            "e": [
              "GetModuleHandleA"
            ],
            "i": "micro-behaviors/os/module/load::get-module-handle-ansi",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Regex component marker",
            "e": [
              "Installer integrity check has failed. Common causes include\nincomplete download and damaged media. Contact the\ninstaller's autho",
              "incomplete download and damaged media. Contact the"
            ],
            "i": "micro-behaviors/communications/http/client::webclient--rx-5",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Free COM memory allocation",
            "e": [
              "CoTaskMemFree"
            ],
            "i": "micro-behaviors/os/com/invoke::co-task-mem-free",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Set background mode (opaque/transparent)",
            "e": [
              "SetBkMode"
            ],
            "i": "micro-behaviors/ui/graphics/draw::set-bk-mode",
            "l": 2
          },
          {
            "a": "T1112",
            "c": 0.8399999737739563,
            "d": "Open registry key ANSI",
            "e": [
              "RegOpenKeyExA"
            ],
            "i": "micro-behaviors/os/registry/manipulate::reg-open-key-ex-a",
            "l": 2
          },
          {
            "c": 0.6600000262260437,
            "d": "Look up temp directory via GetTempPath",
            "e": [
              "GetTempPathA"
            ],
            "i": "micro-behaviors/fs/temp/directory::get-temp-path-dup",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Regex component marker",
            "e": [
              "\u003c?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\"?\u003e\u003cassembly xmlns=\"urn:schemas-microsoft-com:asm.v1\" manifestVersion=\"1.0\"\u003e"
            ],
            "i": "micro-behaviors/process/enumerate/snapshot::toolhelp-process-enumeration-cond-4--inline-3578",
            "l": 1
          },
          {
            "c": 0.9399999976158142,
            "d": "PE overlay exceeds thirty-five percent",
            "e": [
              "binary.overlay_ratio = 0.93"
            ],
            "i": "metadata/binary/layout::overlay-over-35pct",
            "l": 3
          },
          {
            "c": 0.8999999761581421,
            "d": "Close registry key",
            "e": [
              "RegCloseKey"
            ],
            "i": "micro-behaviors/os/registry/manipulate::reg-close-key",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Check if window is enabled",
            "e": [
              "IsWindowEnabled"
            ],
            "i": "micro-behaviors/ui/window/manage::is-window-enabled",
            "l": 2
          },
          {
            "c": 0.6800000071525574,
            "d": "Read INI string value",
            "e": [
              "GetPrivateProfileStringA"
            ],
            "i": "micro-behaviors/fs/config/system::read-private-profile-ansi",
            "l": 2
          },
          {
            "a": "T1059.001",
            "c": 0.75,
            "d": "Execute shell command (ShellExecuteA)",
            "e": [
              "ShellExecuteA"
            ],
            "i": "micro-behaviors/process/create/exec::shell-execute-a",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "Post quit message",
            "e": [
              "PostQuitMessage"
            ],
            "i": "micro-behaviors/ui/window/manage::post-quit-message",
            "l": 2
          },
          {
            "c": 0.75,
            "d": "Binary exports no symbols",
            "e": [
              "binary.export_count = 0.00"
            ],
            "i": "metadata/binary/symbols::no-exports",
            "l": 1
          },
          {
            "c": 0.9100000262260437,
            "d": "Regex component marker",
            "e": [
              "\u003c?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\"?\u003e\u003cassembly xmlns=\"urn:schemas-microsoft-com:asm.v1\" manifestVersion=\"1.0\"\u003e"
            ],
            "i": "micro-behaviors/process/enumerate/snapshot::toolhelp-module-enumeration-cond-4--inline-3572",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Query system metrics",
            "e": [
              "GetSystemMetrics"
            ],
            "i": "micro-behaviors/ui/controls/widget::get-system-metrics",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Convert screen to client coordinates",
            "e": [
              "ScreenToClient"
            ],
            "i": "micro-behaviors/ui/window/manage::screen-to-client",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "GUI import cluster BeginPaint",
            "e": [
              "BeginPaint"
            ],
            "i": "metadata/binary/symbols::gui-import-cluster-beginpaint",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 100+ imports",
            "e": [
              "binary.import_count = 155.00"
            ],
            "i": "metadata/binary/metrics::many-imports-100",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Destroy window",
            "e": [
              "DestroyWindow"
            ],
            "i": "micro-behaviors/ui/window/manage::destroy-window",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Set text color",
            "e": [
              "SetTextColor"
            ],
            "i": "micro-behaviors/ui/graphics/draw::set-text-color",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Write data to clipboard",
            "e": [
              "SetClipboardData"
            ],
            "i": "micro-behaviors/os/clipboard/access::set-clipboard-data",
            "l": 3
          },
          {
            "c": 0.8999999761581421,
            "d": "Directory enumeration (ANSI)",
            "e": [
              "FindNextFileA"
            ],
            "i": "micro-behaviors/fs/enumerate/directory::find-next-file-a",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Bring window to foreground",
            "e": [
              "SetForegroundWindow"
            ],
            "i": "micro-behaviors/ui/window/manage::set-foreground-window",
            "l": 2
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "Set registry value ANSI",
            "e": [
              "RegSetValueExA"
            ],
            "i": "micro-behaviors/os/registry/manipulate::reg-set-value-ex-a",
            "l": 3
          },
          {
            "c": 0.949999988079071,
            "d": "Binary imports ADVAPI32.dll",
            "e": [
              "ADVAPI32.dll"
            ],
            "i": "metadata/binary/symbols::imports-advapi32-dll",
            "l": 1
          },
          {
            "c": 0.7200000286102295,
            "d": "Short uppercase mutex token",
            "e": [
              "SHFOLDER"
            ],
            "i": "micro-behaviors/process/sync/mutex::short-uppercase-token",
            "l": 1,
            "m": "C0042"
          },
          {
            "a": "T1027,T1112,T1059.001",
            "c": 0.8999999761581421,
            "d": "Regex component marker",
            "e": [
              "RegSetValueExA"
            ],
            "i": "objectives/command-and-control/dropper/staging/embedded::registry-powershell-byte-payload--rx-4",
            "l": 1
          },
          {
            "c": 0.9800000190734863,
            "d": "NSIS exehead assembly manifest",
            "e": [
              "\u003c?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\"?\u003e\u003cassembly xmlns=\"urn:schemas-microsoft-com:asm.v1\" manifestVersion=\"1.0\"\u003e"
            ],
            "i": "metadata/binary/installer/script::nsis-manifest-exehead",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Check if window is visible",
            "e": [
              "IsWindowVisible"
            ],
            "i": "micro-behaviors/ui/window/manage::is-window-visible",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Display popup menu",
            "e": [
              "TrackPopupMenu"
            ],
            "i": "micro-behaviors/ui/menu/popup::track-popup-menu",
            "l": 2
          },
          {
            "a": "T1105",
            "c": 0.8999999761581421,
            "d": "Dominant high entropy overlay",
            "e": [
              "binary.overlay_entropy = 8.00"
            ],
            "i": "objectives/command-and-control/dropper/execution/installer::dominant-overlay-high-entropy",
            "l": 1,
            "m": "B0022"
          },
          {
            "a": "T1112",
            "c": 0.699999988079071,
            "d": "HKCU\\Software path string",
            "e": [
              "Software\\M"
            ],
            "i": "objectives/anti-static/obfuscation/payload::hkcu-software-text",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 1.0,
            "d": "Issued by GlobalSign Code Signing CA",
            "e": [
              "GlobalSign CodeSigning CA - SHA256 - G2"
            ],
            "i": "metadata/signed::pe-cert-issuer-globalsign",
            "l": 2
          },
          {
            "c": 0.6499999761581421,
            "d": "Close dialog and return result",
            "e": [
              "EndDialog"
            ],
            "i": "micro-behaviors/ui/dialog/prompt::end-dialog",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Add masked image",
            "e": [
              "ImageList_AddMasked"
            ],
            "i": "micro-behaviors/ui/controls/widget::image-list-add-masked",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Set cursor",
            "e": [
              "SetCursor"
            ],
            "i": "micro-behaviors/ui/controls/widget::set-cursor",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Get message cursor position",
            "e": [
              "GetMessagePos"
            ],
            "i": "micro-behaviors/ui/window/manage::get-message-pos",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Select GDI object",
            "e": [
              "SelectObject"
            ],
            "i": "micro-behaviors/ui/graphics/draw::select-object",
            "l": 2
          },
          {
            "c": 0.6600000262260437,
            "d": "Copy files (Windows API ANSI)",
            "e": [
              "CopyFileA"
            ],
            "i": "micro-behaviors/fs/file/copy::copyfile-a",
            "l": 3
          },
          {
            "c": 1.0,
            "d": "PE carries side-by-side assembly manifest",
            "e": [
              "{\"assembly_identity\":{\"version\":\"1.0.0.0\",\"processor_architecture\":\"X86\",\"name\":\"Nullsoft.NSIS.exehead\",\"type\":\"win32\"},\"descrip"
            ],
            "i": "metadata/build::pe-has-manifest",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary is 500KB+",
            "e": [
              "41630"
            ],
            "i": "metadata/binary/metrics::large-binary-500k",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Regex component marker",
            "e": [
              "binary.overlay_ratio = 0.93"
            ],
            "i": "objectives/anti-static/obfuscation/control-flow/logic::bloated-low-density-malware-cond-5--inline-32080",
            "l": 1
          },
          {
            "a": "T1027",
            "c": 0.8799999952316284,
            "d": "Large PE imports over 120",
            "e": [
              "binary.import_count = 155.00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics::import-count-over-120",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.699999988079071,
            "d": "Set background color",
            "e": [
              "SetBkColor"
            ],
            "i": "micro-behaviors/ui/graphics/draw::set-bk-color",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "NSIS runtime error URL in data",
            "e": [
              "Installer integrity check has failed. Common causes include\nincomplete download and damaged media. Contact the\ninstaller's autho",
              "http://nsis.sf.net/NSIS_Error"
            ],
            "i": "metadata/binary/installer/script::nsis-error-url-data",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Create COM object instance",
            "e": [
              "CoCreateInstance"
            ],
            "i": "micro-behaviors/os/com/invoke::co-create-instance",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get Windows system directory path",
            "e": [
              "GetSystemDirectoryA"
            ],
            "i": "micro-behaviors/os/sysinfo/directories::get-system-directory",
            "l": 2
          },
          {
            "a": "T1620",
            "c": 0.8999999761581421,
            "d": "LoadLibraryA loader API string",
            "e": [
              "LoadLibraryA"
            ],
            "i": "objectives/command-and-control/dropper/execution/loader::dark-eye-loadlibrarya-string",
            "l": 1,
            "m": "B0030"
          },
          {
            "c": 0.699999988079071,
            "d": "Compare file modification times",
            "e": [
              "CompareFileTime"
            ],
            "i": "micro-behaviors/fs/sync/fsync::compare-file-time",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE CompanyName metadata field",
            "e": [
              "CompanyName"
            ],
            "i": "metadata/package/versioning::pe-companyname-field",
            "l": 2
          },
          {
            "c": 0.7799999713897705,
            "d": "Perform file operation through shell ANSI",
            "e": [
              "SHFileOperationA"
            ],
            "i": "micro-behaviors/fs/shell-ops::shell-file-operation-a",
            "l": 3
          },
          {
            "c": 0.8999999761581421,
            "d": "Regex component marker",
            "e": [
              "\u003c?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\"?\u003e\u003cassembly xmlns=\"urn:schemas-microsoft-com:asm.v1\" manifestVersion=\"1.0\"\u003e"
            ],
            "i": "micro-behaviors/process/enumerate/snapshot::toolhelp-process-enumeration-symbol-cond-4--inline-3575",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Move or rename file",
            "e": [
              "MoveFileA"
            ],
            "i": "micro-behaviors/fs/file/move::move-file",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "PE binary has trailing overlay data",
            "e": [
              "binary.has_overlay = 1.00"
            ],
            "i": "metadata/binary/layout::has-overlay",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "Create image list",
            "e": [
              "ImageList_Create"
            ],
            "i": "micro-behaviors/ui/controls/widget::image-list-create",
            "l": 2
          },
          {
            "a": "T1565.001",
            "c": 0.8500000238418579,
            "d": "Regex component marker",
            "e": [
              "incomplete download and damaged media. Contact the",
              "Installer integrity check has failed. Common causes include\nincomplete download and damaged media. Contact the\ninstaller's autho"
            ],
            "i": "objectives/evasion/hosts-file/block-security::escan-security-domain--rx-1",
            "l": 1,
            "m": "F0004"
          },
          {
            "c": 0.699999988079071,
            "d": "Show or hide window",
            "e": [
              "ShowWindow"
            ],
            "i": "micro-behaviors/ui/window/manage::show-window",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Suppress error dialogs",
            "e": [
              "SetErrorMode"
            ],
            "i": "micro-behaviors/os/exception/error-handling::set-error-mode",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Create modal dialog box (ANSI)",
            "e": [
              "DialogBoxParamA"
            ],
            "i": "micro-behaviors/ui/dialog/prompt::dialog-box-param-a",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Create brush object",
            "e": [
              "CreateBrushIndirect"
            ],
            "i": "micro-behaviors/ui/graphics/draw::create-brush-indirect",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Unload dynamic library",
            "e": [
              "FreeLibrary"
            ],
            "i": "micro-behaviors/os/module/load::free-library",
            "l": 2
          },
          {
            "c": 0.6499999761581421,
            "d": "Check/uncheck dialog button",
            "e": [
              "CheckDlgButton"
            ],
            "i": "micro-behaviors/ui/dialog/prompt::check-dialog-button",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Invalidate window region",
            "e": [
              "InvalidateRect"
            ],
            "i": "micro-behaviors/ui/window/manage::invalidate-rect",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "Overlay size at least 64 KiB",
            "e": [
              "binary.overlay_size = 529552.00"
            ],
            "i": "metadata/binary/layout::large-overlay-64k",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "Create popup/context menu",
            "e": [
              "CreatePopupMenu"
            ],
            "i": "micro-behaviors/ui/menu/popup::create-popup-menu",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Change window position/size",
            "e": [
              "SetWindowPos"
            ],
            "i": "micro-behaviors/ui/window/manage::set-window-pos",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Set file attributes (ANSI)",
            "e": [
              "SetFileAttributesA"
            ],
            "i": "micro-behaviors/fs/file/attributes::set-file-attributes-a",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Query/set system parameters (symbol)",
            "e": [
              "SystemParametersInfoA"
            ],
            "i": "micro-behaviors/ui/controls/widget::system-parameters-info-symbol",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "WinExec hidden-window flag immediate",
            "e": [
              "80 70 40 00"
            ],
            "i": "micro-behaviors/process/create/flags::winexec-sw-hide-immediate",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Wait for process/object",
            "e": [
              "WaitForSingleObject"
            ],
            "i": "micro-behaviors/process/create/spawn::wait-for-single-object",
            "l": 2
          },
          {
            "c": 0.8199999928474426,
            "d": "GetWindowsDirectory API string",
            "e": [
              "GetWindowsDirectoryA"
            ],
            "i": "micro-behaviors/os/sysinfo/directories::get-windows-directory-string",
            "l": 2
          },
          {
            "c": 0.8399999737739563,
            "d": "High PE import count",
            "e": [
              "binary.import_count = 155.00"
            ],
            "i": "metadata/binary/section/metrics::high-import-count-pe",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Resolve special folder location via Shell32",
            "e": [
              "SHGetSpecialFolderLocation"
            ],
            "i": "micro-behaviors/fs/shell-ops::shell-get-special-folder-location",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Destroy image list",
            "e": [
              "ImageList_Destroy"
            ],
            "i": "micro-behaviors/ui/controls/widget::image-list-destroy",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Query file attributes or existence",
            "e": [
              "GetFileAttributesA"
            ],
            "i": "micro-behaviors/fs/path/check::get-file-attributes",
            "l": 2
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "RegQueryValueEx API",
            "e": [
              "RegQueryValueExA"
            ],
            "i": "objectives/anti-static/obfuscation/payload::reg-query-value",
            "l": 3,
            "m": "B0032"
          },
          {
            "a": "T1082",
            "c": 0.8999999761581421,
            "d": "Query disk free space",
            "e": [
              "GetDiskFreeSpaceExA",
              "GetDiskFreeSpaceA"
            ],
            "i": "micro-behaviors/os/sysinfo/hardware::get-disk-space",
            "l": 3
          },
          {
            "c": 0.8999999761581421,
            "d": "Get process exit code",
            "e": [
              "GetExitCodeProcess"
            ],
            "i": "micro-behaviors/process/create/spawn::get-exit-code-process",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Depends on Common-Controls v6",
            "e": [
              "[{\"type\":\"win32\",\"name\":\"Microsoft.Windows.Common-Controls\",\"version\":\"6.0.0.0\",\"processor_architecture\":\"X86\",\"public_key_token"
            ],
            "i": "metadata/build::pe-common-controls-v6",
            "l": 2
          },
          {
            "c": 0.6399999856948853,
            "d": "Delete files (Windows API ANSI)",
            "e": [
              "DeleteFileA"
            ],
            "i": "micro-behaviors/fs/file/delete::deletefile-a-text",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "Get device context",
            "e": [
              "GetDC"
            ],
            "i": "micro-behaviors/ui/window/manage::get-dc",
            "l": 2
          },
          {
            "c": 0.8199999928474426,
            "d": "GetSystemDirectory API string",
            "e": [
              "GetSystemDirectoryA"
            ],
            "i": "micro-behaviors/os/sysinfo/directories::get-system-directory-string",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "High code complexity metric",
            "e": [
              "binary.avg_complexity = 21.14"
            ],
            "i": "metadata/binary/metrics/markers::high-complexity-marker",
            "l": 1
          },
          {
            "c": 0.75,
            "d": "Uninitialize OLE/COM subsystem",
            "e": [
              "OleUninitialize"
            ],
            "i": "micro-behaviors/os/com/invoke::ole-uninitialize",
            "l": 2
          },
          {
            "c": 0.75,
            "d": "Build temporary file name via GetTempFileName",
            "e": [
              "GetTempFileNameA"
            ],
            "i": "micro-behaviors/fs/temp/directory::get-temp-file-name",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Remove directory (ANSI)",
            "e": [
              "RemoveDirectoryA"
            ],
            "i": "micro-behaviors/fs/directory/rmdir::remove-directory-a",
            "l": 2
          },
          {
            "a": "T1082",
            "d": "Disk free space query",
            "e": [
              "GetDiskFreeSpaceA",
              "GetDiskFreeSpaceExA"
            ],
            "i": "micro-behaviors/os/sysinfo/disk::freespace",
            "l": 2
          },
          {
            "c": 0.75,
            "d": "Initialize OLE/COM subsystem",
            "e": [
              "OleInitialize"
            ],
            "i": "micro-behaviors/os/com/invoke::ole-initialize",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Get window rectangle",
            "e": [
              "GetWindowRect"
            ],
            "i": "micro-behaviors/ui/window/manage::get-window-rect",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "NSIS runtime error title in data",
            "e": [
              "NSIS Error"
            ],
            "i": "metadata/binary/installer/script::nsis-error-title-data",
            "l": 1
          },
          {
            "a": "T1005",
            "c": 0.75,
            "d": "Regex component marker",
            "e": [
              "binary.import_count = 155.00"
            ],
            "i": "micro-behaviors/fs/file/binary::file-manipulation-cond-0--inline-18739",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Enable/disable window",
            "e": [
              "EnableWindow"
            ],
            "i": "micro-behaviors/ui/window/manage::enable-window",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Cert chain has only 2 entries",
            "e": [
              "pe.cert_chain_depth = 2.00"
            ],
            "i": "metadata/signed::pe-cert-shallow-chain",
            "l": 3
          },
          {
            "a": "T1112",
            "c": 0.8799999952316284,
            "d": "Enumerate registry values via import",
            "e": [
              "RegEnumValueA"
            ],
            "i": "micro-behaviors/os/registry/access::reg-enum-value-a-symbol",
            "l": 2
          },
          {
            "a": "T1106",
            "c": 0.949999988079071,
            "d": "Create process (ANSI)",
            "e": [
              "CreateProcessA"
            ],
            "i": "micro-behaviors/process/create/spawn::create-process-a",
            "l": 3
          },
          {
            "c": 1.0,
            "d": "requestedExecutionLevel is requireAdministrator",
            "e": [
              "requireAdministrator"
            ],
            "i": "metadata/build::pe-requires-admin",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "Enable/disable menu item",
            "e": [
              "EnableMenuItem"
            ],
            "i": "micro-behaviors/ui/menu/popup::enable-menu-item",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE FileDescription metadata field",
            "e": [
              "FileDescription"
            ],
            "i": "metadata/package/versioning::pe-filedescription-field",
            "l": 2
          },
          {
            "c": 0.7200000286102295,
            "d": "Write INI string value",
            "e": [
              "WritePrivateProfileStringA"
            ],
            "i": "micro-behaviors/fs/config/system::write-private-profile-ansi",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Check if window exists",
            "e": [
              "IsWindow"
            ],
            "i": "micro-behaviors/ui/window/manage::is-window",
            "l": 2
          },
          {
            "a": "T1053.005",
            "c": 0.8799999952316284,
            "d": "Regex component marker",
            "e": [
              "SearchPathA",
              "GetTempPathA",
              "SHGetFolderPathA",
              "GetShortPathNameA",
              "GetFullPathNameA",
              "SHGetPathFromIDListA"
            ],
            "i": "objectives/persistence/login/scheduled-task::task-action-principal-properties--rx-5",
            "l": 1,
            "m": "F0012"
          },
          {
            "c": 0.949999988079071,
            "d": "PE overlay exceeds ninety percent",
            "e": [
              "binary.overlay_ratio = 0.93"
            ],
            "i": "metadata/binary/layout::overlay-over-90pct",
            "l": 3
          },
          {
            "c": 0.800000011920929,
            "d": "Multiple loose MZ byte markers",
            "e": [
              "4D 5A"
            ],
            "i": "metadata/binary/layout::multiple-pe-embedded-loose",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "Get window system menu",
            "e": [
              "GetSystemMenu"
            ],
            "i": "micro-behaviors/ui/menu/popup::get-system-menu",
            "l": 2
          },
          {
            "c": 0.6600000262260437,
            "d": "Delete files (Windows API ANSI)",
            "e": [
              "DeleteFileA"
            ],
            "i": "micro-behaviors/fs/file/delete::deletefile-a",
            "l": 3
          },
          {
            "a": "T1055.012",
            "c": 0.800000011920929,
            "d": "CreateProcess API string reference",
            "e": [
              "CreateProcessA"
            ],
            "i": "objectives/evasion/process/injection/hollowing::create-process-string",
            "l": 1,
            "m": "E1055.012"
          },
          {
            "c": 0.699999988079071,
            "d": "Query device capabilities",
            "e": [
              "GetDeviceCaps"
            ],
            "i": "micro-behaviors/ui/graphics/draw::get-device-caps",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Canonicalize Windows 8.3 short path",
            "e": [
              "GetShortPathNameA"
            ],
            "i": "micro-behaviors/fs/path/check::get-short-path-name",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get Windows installation directory",
            "e": [
              "GetWindowsDirectoryA"
            ],
            "i": "micro-behaviors/os/sysinfo/directories::get-windows-directory",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Shutdown/restart system",
            "e": [
              "ExitWindowsEx"
            ],
            "i": "micro-behaviors/ui/window/manage::exit-windows-ex",
            "l": 3
          },
          {
            "c": 0.75,
            "d": "Open clipboard access",
            "e": [
              "OpenClipboard"
            ],
            "i": "micro-behaviors/os/clipboard/access::open-clipboard",
            "l": 3
          },
          {
            "c": 1.0,
            "d": "Query/set system parameters (string)",
            "e": [
              "SystemParametersInfoA"
            ],
            "i": "micro-behaviors/ui/controls/widget::system-parameters-info-string",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Clipboard string",
            "e": [
              "EmptyClipboard",
              "OpenClipboard",
              "SetClipboardData",
              "CloseClipboard"
            ],
            "i": "objectives/collection/clipboard/capture::str-clipboard",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "High number of imported symbols (\u003e80)",
            "e": [
              "binary.import_count = 155.00"
            ],
            "i": "metadata/binary/metrics::many-imports",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE ProductName metadata field",
            "e": [
              "ProductName"
            ],
            "i": "metadata/package/versioning::pe-productname-field",
            "l": 2
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "RegOpenKeyEx API",
            "e": [
              "RegOpenKeyExA"
            ],
            "i": "objectives/anti-static/obfuscation/payload::reg-open-key",
            "l": 3,
            "m": "B0032"
          },
          {
            "a": "T1027.003",
            "c": 0.9900000095367432,
            "d": "PE signature is present",
            "e": [
              "pe.has_signature = 1.00"
            ],
            "i": "objectives/anti-static/obfuscation/payload/container::pe-has-signature-png",
            "l": 1,
            "m": "F0001.006"
          },
          {
            "a": "T1112",
            "c": 0.8500000238418579,
            "d": "Query registry value via import symbol",
            "e": [
              "RegQueryValueExA"
            ],
            "i": "micro-behaviors/os/registry/access::reg-query-value-ex-a-symbol",
            "l": 2
          },
          {
            "c": 0.75,
            "d": "Clear clipboard contents",
            "e": [
              "EmptyClipboard"
            ],
            "i": "micro-behaviors/os/clipboard/access::empty-clipboard",
            "l": 3
          },
          {
            "a": "T1070.006",
            "c": 0.8999999761581421,
            "d": "Export timestamp is absent",
            "e": [
              "pe.export_timestamp_present = 0.00"
            ],
            "i": "objectives/evasion/indicator-removal/timestamps::export-timestamp-absent",
            "l": 2
          },
          {
            "c": 0.9200000166893005,
            "d": "Overlay exceeds one-third",
            "e": [
              "binary.overlay_ratio = 0.93"
            ],
            "i": "metadata/binary/layout::overlay-dominates-third",
            "l": 3
          },
          {
            "a": "T1071",
            "c": 1.0,
            "d": "IsWindowVisible / IsWindowEnabled import",
            "e": [
              "IsWindowVisible",
              "IsWindowEnabled"
            ],
            "i": "objectives/command-and-control/backdoor/binary::is-window-state-import",
            "l": 1,
            "m": "B0025"
          },
          {
            "a": "T1027",
            "c": 0.8500000238418579,
            "d": "Sparse import table",
            "e": [
              "binary.import_count = 155.00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics/sparse-imports::low-import-count",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 1.0,
            "d": "Manifest declares only Vista support",
            "e": [
              "[{\"guid\":\"{35138b9a-5d96-4fbd-8e2d-a2440225f93a}\",\"name\":\"win7\"}, {\"guid\":\"{e2011457-1546-43c5-a5fe-008deee3d3f0}\",\"name\":\"vista"
            ],
            "i": "metadata/build::pe-vista-only-manifest",
            "l": 3
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "Delete registry key via import",
            "e": [
              "RegDeleteKeyA"
            ],
            "i": "micro-behaviors/os/registry/manipulate::reg-delete-key-a-symbol",
            "l": 3
          },
          {
            "c": 0.8600000143051147,
            "d": "Query Windows system directory",
            "e": [
              "GetSystemDirectoryA"
            ],
            "i": "micro-behaviors/fs/path/system::get-system-directory-import",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Create window (extended)",
            "e": [
              "CreateWindowExA"
            ],
            "i": "micro-behaviors/ui/window/manage::create-window-ex",
            "l": 2
          },
          {
            "a": "T1071",
            "c": 1.0,
            "d": "GetWindow / GetWindowRect import",
            "e": [
              "GetWindowRect"
            ],
            "i": "objectives/command-and-control/backdoor/binary::get-window-rect-import",
            "l": 1,
            "m": "B0025"
          },
          {
            "a": "T1027",
            "d": "Binary has overlay data",
            "e": [
              "binary.has_overlay = 1.00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics::has-overlay",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 1.0,
            "d": "PE manifest version != VERSIONINFO product version",
            "e": [
              "consistency.manifest_product_version_mismatch = 1.00"
            ],
            "i": "metadata/build::manifest-version-mismatch",
            "l": 4
          },
          {
            "c": 0.8500000238418579,
            "d": "Repeated GetTickCount with small-constant comparisons",
            "e": [
              "78 70 40 00",
              "5c 71 40 00",
              "40 71 40 00"
            ],
            "i": "objectives/anti-static/obfuscation/instruction/junk::gettickcount-junk-branches",
            "l": 1
          },
          {
            "a": "T1055.001",
            "c": 0.949999988079071,
            "d": "References LoadLibraryA dynamic module loading",
            "e": [
              "LoadLibraryA"
            ],
            "i": "micro-behaviors/process/inject/dll::load-library-a-remote-resolution",
            "l": 3,
            "m": "F0003"
          },
          {
            "a": "T1027",
            "c": 0.8999999761581421,
            "d": "Low behavioral-import ratio",
            "e": [
              "binary.behavioral_import_ratio = 0.03"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics/sparse-imports::low-behavioral-import-ratio",
            "l": 1,
            "m": "B0032"
          },
          {
            "a": "T1574.002",
            "c": 0.8999999761581421,
            "d": "Hidden LoadLibraryA string reference",
            "e": [
              "LoadLibraryA"
            ],
            "i": "micro-behaviors/dylib/load::load-library-a-string-no-import",
            "l": 1
          },
          {
            "a": "T1134.001",
            "c": 0.7799999713897705,
            "d": "Shutdown privilege name string",
            "e": [
              "SeShutdownPrivilege"
            ],
            "i": "micro-behaviors/os/privilege/token::shutdown-privilege-name",
            "l": 4
          },
          {
            "a": "T1574.002",
            "c": 0.949999988079071,
            "d": "Extended dynamic library loading (ANSI)",
            "e": [
              "LoadLibraryExA"
            ],
            "i": "micro-behaviors/dylib/load::load-library-ex-a",
            "l": 3
          },
          {
            "a": "T1027",
            "c": 0.7200000286102295,
            "d": "Overlay large enough for stage data",
            "e": [
              "binary.overlay_size = 529552.00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics::medium-overlay-size",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.949999988079071,
            "d": "links ADVAPI32.dll (RegQueryValueExA, RegSetValueExA, RegEnumKeyA, RegEnumValueA, RegOpenKeyExA, ... +4 more)",
            "e": [
              "ADVAPI32.dll"
            ],
            "i": "metadata/dylib::advapi32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links VERSION.dll (GetFileVersionInfoSizeA, GetFileVersionInfoA, VerQueryValueA)",
            "e": [
              "VERSION.dll"
            ],
            "i": "metadata/dylib::version/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links GDI32.dll (SetBkColor, GetDeviceCaps, DeleteObject, CreateBrushIndirect, CreateFontIndirectA, ... +3 more)",
            "e": [
              "GDI32.dll"
            ],
            "i": "metadata/dylib::gdi32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links SHELL32.dll (SHGetPathFromIDListA, SHBrowseForFolderA, SHGetFileInfoA, ShellExecuteA, SHFileOperationA, ... +1 more)",
            "e": [
              "SHELL32.dll"
            ],
            "i": "metadata/dylib::shell32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links ole32.dll (CoTaskMemFree, OleInitialize, OleUninitialize, CoCreateInstance)",
            "e": [
              "ole32.dll"
            ],
            "i": "metadata/dylib::ole32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links COMCTL32.dll (ImageList_AddMasked, ImageList_Destroy, ORDINAL 17, ImageList_Create)",
            "e": [
              "COMCTL32.dll"
            ],
            "i": "metadata/dylib::comctl32/dll",
            "l": 2
          },
          {
            "c": 0.9200000166893005,
            "d": "Directory walker using Win32 find APIs",
            "e": [
              "FindNextFileA",
              "FindFirstFileA",
              "FindClose"
            ],
            "i": "micro-behaviors/fs/enumerate/directory::find-file-walker",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Thread synchronization via message queue",
            "e": [
              "PeekMessageA",
              "CreateThread"
            ],
            "i": "micro-behaviors/process/threading/async::thread-message-sync",
            "l": 2
          },
          {
            "c": 0.8199999928474426,
            "d": "Reads and writes INI via ANSI",
            "e": [
              "WritePrivateProfileStringA",
              "GetPrivateProfileStringA"
            ],
            "i": "micro-behaviors/fs/config/system::ini-read-write-cycle-ansi",
            "l": 3
          },
          {
            "c": 0.800000011920929,
            "d": "Small DLL with disproportionate import surface",
            "e": [
              "binary.import_density = 6.60",
              "binary.export_count = 1.00",
              "binary.import_count = 155.00"
            ],
            "i": "metadata/binary/metrics::small-dll-heavy-imports",
            "l": 3
          },
          {
            "a": "T1027.009",
            "c": 0.800000011920929,
            "d": "File self-reading import chain",
            "e": [
              "ReadFile",
              "GetModuleFileNameA",
              "CreateFileA",
              "GetFileSize"
            ],
            "i": "objectives/anti-static/obfuscation/payload/self-read::self-read-file-import-chain",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.949999988079071,
            "d": "Standard MSVC CRT linkage (rich header + many imports)",
            "e": [
              "binary.import_count = 155.00",
              "pe.rich_header_present = 1.00"
            ],
            "i": "objectives/evasion/process/injection::msvc-crt-full-linkage",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Temp directory staging primitives",
            "e": [
              "GetTempFileNameA",
              "GetTempPathA"
            ],
            "i": "micro-behaviors/fs/temp/directory::temp-file-staging-primitives",
            "l": 3
          },
          {
            "a": "T1070.004",
            "c": 0.8199999928474426,
            "d": "Resolve own path then delete file",
            "e": [
              "DeleteFileA",
              "DeleteFileA",
              "GetModuleFileNameW",
              "GetModuleFileNameA"
            ],
            "i": "objectives/evasion/self-delete/file::module-path-delete",
            "l": 2,
            "m": "F0007"
          },
          {
            "c": 0.800000011920929,
            "d": "Clipboard read/write API context",
            "e": [
              "SetClipboardData",
              "OpenClipboard",
              "SetClipboardData",
              "CloseClipboard",
              "EmptyClipboard"
            ],
            "i": "objectives/collection/clipboard/capture::ethereum-address",
            "l": 3
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "Registry key and value write chain",
            "e": [
              "RegOpenKeyExA",
              "RegCreateKeyExA",
              "RegSetValueExA"
            ],
            "i": "micro-behaviors/os/registry/access::registry-write-api-chain",
            "l": 2
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "Registry key open and query chain",
            "e": [
              "RegOpenKeyExA",
              "RegQueryValueExA"
            ],
            "i": "micro-behaviors/os/registry/access::registry-read-api-chain",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "Nullsoft NSIS installer marker",
            "e": [
              "NSIS Error",
              "http://nsis.sf.net/NSIS_Error",
              "Installer integrity check has failed. Common causes include\nincomplete download and damaged media. Contact the\ninstaller's autho",
              "\u003c?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\"?\u003e\u003cassembly xmlns=\"urn:schemas-microsoft-com:asm.v1\" manifestVersion=\"1.0\"\u003e"
            ],
            "i": "metadata/binary/installer/script::nsis",
            "l": 3
          },
          {
            "c": 0.8999999761581421,
            "d": "High-trust tool delivered via low-integrity packaging",
            "e": [
              "binary.has_signature = 0.00",
              "binary.has_overlay = 1.00"
            ],
            "i": "objectives/supply-chain/trojanized/application/monitor::low-integrity-installer-packaging",
            "l": 1
          },
          {
            "c": 0.8799999952316284,
            "d": "Clipboard read or write transfer behavior",
            "e": [
              "SetClipboardData",
              "SetClipboardData",
              "CloseClipboard",
              "EmptyClipboard",
              "OpenClipboard"
            ],
            "i": "objectives/collection/clipboard/capture::clipboard-session-transfer",
            "l": 1
          },
          {
            "a": "T1622",
            "c": 0.8799999952316284,
            "d": "Installer binary with embedded anti-analysis techniques",
            "e": [
              "QueryPerformanceCounter",
              "IsDebuggerPresent",
              "GetTickCount"
            ],
            "i": "objectives/anti-analysis/debugger-detect/check::installer-anti-analysis-suite",
            "l": 2,
            "m": "B0001"
          },
          {
            "a": "T1497.001",
            "c": 0.8500000238418579,
            "d": "Sandbox hardware fingerprint cluster (CPU/RAM/disk/uptime/screen)",
            "e": [
              "GetTickCount",
              "GetSystemMetrics",
              "GetDiskFreeSpaceA",
              "GetDiskFreeSpaceExA"
            ],
            "i": "objectives/anti-analysis/sandbox-detect/heuristics::hardware-fingerprint-cluster",
            "l": 2,
            "m": "B0007"
          },
          {
            "a": "T1105",
            "c": 0.9200000166893005,
            "d": "NSIS dominant encrypted overlay",
            "e": [
              "binary.overlay_ratio = 0.93",
              "\u003c?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\"?\u003e\u003cassembly xmlns=\"urn:schemas-microsoft-com:asm.v1\" manifestVersion=\"1.0\"\u003e",
              "binary.overlay_entropy = 8.00"
            ],
            "i": "objectives/command-and-control/dropper/execution/installer::nsis-dominant-encrypted-overlay",
            "l": 4,
            "m": "B0022"
          },
          {
            "a": "T1027.009",
            "c": 0.800000011920929,
            "d": "File self-reading API chain",
            "e": [
              "CreateFileA",
              "ReadFile",
              "GetModuleFileNameA",
              "binary.has_overlay = 1.00",
              "GetFileSize"
            ],
            "i": "objectives/anti-static/obfuscation/payload/self-read::self-read-file-chain",
            "l": 4,
            "m": "B0032"
          },
          {
            "a": "T1112",
            "c": 0.9200000166893005,
            "d": "Registry open create and write APIs",
            "e": [
              "RegOpenKeyExA",
              "RegOpenKeyExA",
              "RegSetValueExA",
              "RegCreateKeyExA"
            ],
            "i": "micro-behaviors/os/registry/manipulate::registry-write-api-chain",
            "l": 3
          },
          {
            "c": 0.949999988079071,
            "d": "wsprintfA import present",
            "e": [
              "wsprintfA"
            ],
            "i": "well-known/malware/worm/mydoom::wsprintfa-import",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary is not digitally signed",
            "e": [
              "binary.has_signature = 0.00"
            ],
            "i": "metadata/signed::unsigned",
            "l": 3
          },
          {
            "c": 0.800000011920929,
            "d": "PE executable is unsigned",
            "e": [
              "binary.has_signature = 0.00"
            ],
            "i": "metadata/signed::unsigned-pe-executable",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "QueryPerformanceCounter timing API",
            "e": [
              "QueryPerformanceCounter"
            ],
            "i": "micro-behaviors/time/timing/delay::query-performance-counter",
            "l": 2
          },
          {
            "a": "T1129",
            "c": 0.8799999952316284,
            "d": "Dynamic library loading via LoadLibraryW",
            "e": [
              "LoadLibraryW"
            ],
            "i": "micro-behaviors/dylib/load::load-library-w",
            "l": 3
          }
        ],
        "sha": "9120688aa30cb57fced03a5247fecf9d14e59ff4c807dcd06f4f82b83d74256c",
        "path": "/data/samples/bad/datasets/pe-machine-learning-dataset/41630",
        "type": "pe"
      },
      {
        "f": "KO₄(As₆C₃DyEr₄)H₂(DbCm)Md₃(SiBi₂Pa)",
        "x": 41,
        "dp": 1,
        "id": 1,
        "is": [
          "DeleteCriticalSection",
          "InitializeCriticalSection",
          "CreateDirectoryA",
          "lstrcpyA",
          "lstrcmpA",
          "lstrcmpiA",
          "GlobalFree",
          "lstrcpynA",
          "GlobalAlloc",
          "lstrcatA",
          "lstrlenA",
          "GetVersion",
          "LeaveCriticalSection",
          "EnterCriticalSection",
          "GetStdHandle",
          "HeapAlloc",
          "GetProcessHeap",
          "HeapFree",
          "GetLastError",
          "CreateFileA",
          "WriteFile",
          "ReadFile",
          "CloseHandle",
          "SetFilePointer",
          "MessageBoxA",
          "DispatchMessageA",
          "TranslateMessage",
          "PeekMessageA",
          "CharPrevA",
          "wsprintfA",
          "SendMessageA",
          "GetDlgItem",
          "FindWindowExA"
        ],
        "ms": {
          "pe": {
            "machine": 332.0,
            "checksum": 0.0,
            "subsystem": 2.0,
            "timestamp": 1121262082.0,
            "image_base": 268435456.0,
            "entry_section": ".text",
            "size_of_image": 40960.0,
            "timestamp_day": 13.0,
            "file_alignment": 4096.0,
            "timestamp_year": 2005.0,
            "characteristics": 8462.0,
            "entry_point_rva": 17930.0,
            "size_of_headers": 4096.0,
            "timestamp_month": 7.0,
            "checksum_missing": true,
            "checksum_present": false,
            "export_timestamp": 1121262082.0,
            "import_dll_count": 2.0,
            "computed_checksum": 102358.0,
            "section_alignment": 4096.0,
            "unusual_alignment": true,
            "number_of_sections": 4.0,
            "resource_timestamp": 0.0,
            "rich_header_present": true,
            "export_timestamp_day": 13.0,
            "linker_major_version": 6.0,
            "export_timestamp_year": 2005.0,
            "export_timestamp_month": 7.0,
            "export_timestamp_present": true,
            "resource_timestamp_present": false
          },
          "file": {
            "size": 40960.0
          },
          "binary": {
            "code_size": 16384.0,
            "func_count": 30.0,
            "entry_point": 17930.0,
            "code_entropy": 6.25,
            "data_entropy": 4.46,
            "export_count": 4.0,
            "func_density": 1.88,
            "import_count": 33.0,
            "string_count": 103.0,
            "avg_func_size": 646.2,
            "section_count": 4.0,
            "avg_complexity": 19.47,
            "import_density": 2.06,
            "max_complexity": 187.0,
            "string_density": 6.44,
            "overall_entropy": 4.14,
            "avg_basic_blocks": 33.4,
            "avg_section_size": 9216.0,
            "dependency_count": 2.0,
            "entropy_variance": 2.62,
            "avg_string_length": 14.74,
            "complexity_per_kb": 1.22,
            "max_string_length": 45.0,
            "writable_sections": 1.0,
            "avg_string_entropy": 3.0,
            "code_to_data_ratio": 0.8,
            "data_to_file_ratio": 0.1,
            "entry_point_is_rva": true,
            "text_to_file_ratio": 0.4,
            "total_basic_blocks": 1002.0,
            "executable_sections": 1.0,
            "func_analysis_depth": 2.0,
            "string_length_stddev": 9.52,
            "high_complexity_funcs": 2.0,
            "largest_section_ratio": 0.4,
            "sentence_string_count": 27.0,
            "sentence_string_ratio": 0.26
          }
        },
        "ss": [
          [
            77,
            "!This program cannot be run in DOS mode."
          ],
          [
            184,
            "Rich"
          ],
          [
            456,
            ".text"
          ],
          [
            535,
            "@.data"
          ],
          [
            576,
            ".reloc"
          ],
          [
            8142,
            "FLRP"
          ],
          [
            8713,
            "FLRPQ"
          ],
          [
            8782,
            "FPPQ"
          ],
          [
            14690,
            "SSWS"
          ],
          [
            15467,
            "SVW3"
          ],
          [
            16714,
            "NLWWW"
          ],
          [
            16765,
            "QQSVW"
          ],
          [
            17172,
            "F49E"
          ],
          [
            20945,
            "Qkkbal"
          ],
          [
            25919,
            "i91k"
          ],
          [
            26895,
            "M8MF"
          ],
          [
            27936,
            "/P8i"
          ],
          [
            28577,
            "/yQA"
          ],
          [
            30930,
            "129.1.19.5:5893"
          ],
          [
            31032,
            "inflate 1.2.2 Copyright 1995-2004 Mark Adler"
          ],
          [
            31336,
            "unzip 0.15 Copyright 1998 Gilles Vollant"
          ],
          [
            31622,
            "DeleteCriticalSection"
          ],
          [
            31646,
            "InitializeCriticalSection"
          ],
          [
            31674,
            "CreateDirectoryA"
          ],
          [
            31694,
            "lstrcpyA"
          ],
          [
            31706,
            "lstrcmpA"
          ],
          [
            31718,
            "lstrcmpiA"
          ],
          [
            31730,
            "GlobalFree"
          ],
          [
            31744,
            "lstrcpynA"
          ],
          [
            31756,
            "GlobalAlloc"
          ],
          [
            31770,
            "lstrcatA"
          ],
          [
            31782,
            "lstrlenA"
          ],
          [
            31794,
            "GetVersion"
          ],
          [
            31808,
            "LeaveCriticalSection"
          ],
          [
            31832,
            "EnterCriticalSection"
          ],
          [
            31856,
            "GetStdHandle"
          ],
          [
            31872,
            "HeapAlloc"
          ],
          [
            31884,
            "GetProcessHeap"
          ],
          [
            31902,
            "HeapFree"
          ],
          [
            31914,
            "GetLastError"
          ],
          [
            31930,
            "CreateFileA"
          ],
          [
            31944,
            "WriteFile"
          ],
          [
            31956,
            "ReadFile"
          ],
          [
            31968,
            "CloseHandle"
          ],
          [
            31982,
            "SetFilePointer"
          ],
          [
            31998,
            "KERNEL32.dll"
          ],
          [
            32014,
            "MessageBoxA"
          ],
          [
            32028,
            "DispatchMessageA"
          ],
          [
            32048,
            "TranslateMessage"
          ],
          [
            32068,
            "PeekMessageA"
          ],
          [
            32096,
            "wsprintfA"
          ],
          [
            32108,
            "SendMessageA"
          ],
          [
            32138,
            "FindWindowExA"
          ],
          [
            32152,
            "USER32.dll"
          ],
          [
            32256,
            "nsisunz.dll"
          ],
          [
            32268,
            "Unzip"
          ],
          [
            32285,
            "UnzipToStack"
          ],
          [
            32298,
            "extract_RunDLL"
          ],
          [
            32768,
            "invalid literal/length code"
          ],
          [
            32796,
            "invalid distance code"
          ],
          [
            32820,
            "invalid distance too far back"
          ],
          [
            32860,
            "incorrect length check"
          ],
          [
            32884,
            "incorrect data check"
          ],
          [
            32908,
            "invalid distances set"
          ],
          [
            32932,
            "invalid literal/lengths set"
          ],
          [
            32960,
            "invalid bit length repeat"
          ],
          [
            32988,
            "invalid code lengths set"
          ],
          [
            33016,
            "too many length or distance symbols"
          ],
          [
            33052,
            "invalid stored block lengths"
          ],
          [
            33084,
            "invalid block type"
          ],
          [
            33104,
            "header crc mismatch"
          ],
          [
            33124,
            "unknown header flags set"
          ],
          [
            33152,
            "incorrect header check"
          ],
          [
            33176,
            "invalid window size"
          ],
          [
            33196,
            "unknown compression method"
          ],
          [
            33224,
            "success"
          ],
          [
            33232,
            "/file"
          ],
          [
            33240,
            "/noextractpath"
          ],
          [
            33256,
            "Extract: %f"
          ],
          [
            33268,
            "Error reading ZIP filename parameter"
          ],
          [
            33308,
            "Error opening ZIP file"
          ],
          [
            33332,
            "Error extracting from ZIP file"
          ],
          [
            33364,
            "Error opening output file(s)"
          ],
          [
            33396,
            "aborted"
          ],
          [
            33404,
            "Error writing output file(s)"
          ],
          [
            33436,
            "File not found in archive"
          ],
          [
            33472,
            "Error reading destination directory parameter"
          ],
          [
            33520,
            "file"
          ],
          [
            33528,
            "noextractpath"
          ],
          [
            33544,
            "text"
          ],
          [
            33560,
            "%u byte%c"
          ],
          [
            33572,
            "(%u byte%c)"
          ],
          [
            33588,
            "%d.%d%d %cB%c"
          ],
          [
            33604,
            "SysListView32"
          ],
          [
            33632,
            "incompatible version"
          ],
          [
            33656,
            "buffer error"
          ],
          [
            33672,
            "insufficient memory"
          ],
          [
            33692,
            "data error"
          ],
          [
            33704,
            "stream error"
          ],
          [
            33720,
            "file error"
          ],
          [
            33732,
            "stream end"
          ],
          [
            33744,
            "need dictionary"
          ],
          [
            36897,
            "2)202\u003e2G2\\2c2q2z2"
          ]
        ],
        "sz": 40960,
        "ts": [
          {
            "c": 0.9300000071525574,
            "d": "unzip 0.15 library banner",
            "e": [
              "unzip 0.15 Copyright 1998 Gilles Vollant"
            ],
            "i": "well-known/lib/zlib::unzip-015-banner",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Display message box (ANSI)",
            "e": [
              "MessageBoxA"
            ],
            "i": "micro-behaviors/ui/dialog/prompt::message-box-a",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Tiny writable data section",
            "e": [
              ".data (size: 4096)"
            ],
            "i": "metadata/binary/section/metrics::tiny-data-section",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Get standard I/O handle",
            "e": [
              "GetStdHandle"
            ],
            "i": "micro-behaviors/fs/file/handle::get-std-handle",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Binary has many sentence-like strings",
            "e": [
              "binary.sentence_string_ratio = 0.26"
            ],
            "i": "metadata/binary/metrics::rich-sentence-strings-20pct",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Binary has low overall entropy",
            "e": [
              "binary.overall_entropy = 4.14"
            ],
            "i": "metadata/binary/metrics::low-overall-entropy-binary",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Leave critical section",
            "e": [
              "LeaveCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-leave",
            "l": 2
          },
          {
            "c": 0.4000000059604645,
            "d": "Embedded ZIP archive",
            "e": [
              "50 4B 03 04"
            ],
            "i": "micro-behaviors/data/embedded/payload::zip-magic",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Delete critical section",
            "e": [
              "DeleteCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-delete",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 25+ imports",
            "e": [
              "binary.import_count = 33.00"
            ],
            "i": "metadata/binary/metrics::many-imports-25",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Binary has many functions (\u003e30)",
            "e": [
              "binary.func_count = 30.00"
            ],
            "i": "metadata/binary/metrics::many-functions",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get process heap handle",
            "e": [
              "GetProcessHeap"
            ],
            "i": "micro-behaviors/mem/alloc/heap::get-process-heap",
            "l": 2
          },
          {
            "d": ".dll extension reference",
            "e": [
              ".dll"
            ],
            "i": "micro-behaviors/fs/path/extension::dll-dup",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE standard runtime section",
            "e": [
              ".rdata",
              ".reloc"
            ],
            "i": "metadata/binary/section/names::pe-runtime-standard-section",
            "l": 1
          },
          {
            "c": 0.8199999928474426,
            "d": "Regex component marker",
            "e": [
              "CloseHandle"
            ],
            "i": "objectives/discovery/system/ics-environment/register::ics-register-flow-rate--rx-75",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary is not position-independent (fixed load address)",
            "e": [
              "binary.is_pie = 0.00"
            ],
            "i": "metadata/hardening::no-pie",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 30+ imports",
            "e": [
              "binary.import_count = 33.00"
            ],
            "i": "metadata/binary/metrics::many-imports-30",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has low average string entropy",
            "e": [
              "binary.avg_string_entropy = 3.00"
            ],
            "i": "metadata/binary/metrics::avg-string-entropy-4-max",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE standard code/data section",
            "e": [
              ".data",
              ".text"
            ],
            "i": "metadata/binary/section/names::pe-code-data-standard-section",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Small PE resource section",
            "e": [
              "pe.rsrc_size = 0.00"
            ],
            "i": "metadata/package/versioning::pe-small-rsrc",
            "l": 1
          },
          {
            "c": 0.75,
            "d": "High entropy encrypted data",
            "e": [
              ".rdata (entropy: 7.22)"
            ],
            "i": "micro-behaviors/data/encode/payload::payload-blob-metrics",
            "l": 3
          },
          {
            "c": 1.0,
            "d": "File is a compiled binary",
            "e": [
              "nsisunz.dll"
            ],
            "i": "metadata/binary/framework::is-binary",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Write data to file handle",
            "e": [
              "WriteFile"
            ],
            "i": "micro-behaviors/fs/file/write::write-file",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE Rich header present (MSVC toolchain)",
            "e": [
              "pe.rich_header_present = 1.00"
            ],
            "i": "metadata/binary/resource::rich-header-present",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Close handle",
            "e": [
              "CloseHandle"
            ],
            "i": "micro-behaviors/process/create/spawn::close-handle-dup",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "DLL filename extension present",
            "e": [
              "nsisunz.dll"
            ],
            "i": "objectives/evasion/masquerade/dll::dll-basename",
            "l": 2
          },
          {
            "a": "T1055",
            "c": 0.9200000166893005,
            "d": "Regex component marker",
            "e": [
              "binary.import_count = 33.00"
            ],
            "i": "objectives/evasion/process/injection/vb6::vb6-process-injection-pattern-cond-1--inline-17571",
            "l": 1,
            "m": "C0041"
          },
          {
            "c": 0.699999988079071,
            "d": "PE has many readable strings",
            "e": [
              "binary.string_count = 103.00"
            ],
            "i": "metadata/binary/layout::many-readable-strings",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "PE with exactly four sections",
            "e": [
              "binary.section_count = 4.00"
            ],
            "i": "metadata/binary/metrics::four-section-pe",
            "l": 1
          },
          {
            "c": 0.8600000143051147,
            "d": "High entropy rdata section",
            "e": [
              ".rdata (entropy: 7.22)"
            ],
            "i": "metadata/binary/section/metrics::high-entropy-rdata-section",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Send message to window (ANSI)",
            "e": [
              "SendMessageA"
            ],
            "i": "micro-behaviors/ui/window/manage::send-message-a",
            "l": 2
          },
          {
            "c": 0.6499999761581421,
            "d": "Get dialog control handle",
            "e": [
              "GetDlgItem"
            ],
            "i": "micro-behaviors/ui/dialog/prompt::get-dialog-item",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory allocation",
            "e": [
              "HeapAlloc"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-alloc",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Get system error code",
            "e": [
              "GetLastError"
            ],
            "i": "micro-behaviors/os/exception/error-handling::get-last-error",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 20+ imports",
            "e": [
              "binary.import_count = 33.00"
            ],
            "i": "metadata/binary/metrics::many-imports-20",
            "l": 1
          },
          {
            "c": 0.8199999928474426,
            "d": "Medium entropy rdata section",
            "e": [
              ".rdata (entropy: 7.22)"
            ],
            "i": "metadata/binary/section/metrics::medium-entropy-rdata-section",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Set file position",
            "e": [
              "SetFilePointer"
            ],
            "i": "micro-behaviors/fs/file/handle::set-file-pointer",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Read data from file handle",
            "e": [
              "ReadFile"
            ],
            "i": "micro-behaviors/fs/file/read::read-file",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE mapped image under 768 KiB",
            "e": [
              "pe.size_of_image = 40960.00"
            ],
            "i": "metadata/binary/layout::image-under-768kb",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Windows file creation/open API",
            "e": [
              "CreateFileA"
            ],
            "i": "micro-behaviors/fs/file/open::file-create-win",
            "l": 2
          },
          {
            "a": "T1070.006",
            "c": 0.699999988079071,
            "d": "PE header compile timestamp predates 2025",
            "e": [
              "pe.timestamp = 1121262082.00"
            ],
            "i": "objectives/evasion/indicator-removal/timestamps::header-timestamp-pre-2025",
            "l": 1
          },
          {
            "a": "T1565.001",
            "c": 0.8500000238418579,
            "d": "Regex component marker",
            "e": [
              "DispatchMessageA"
            ],
            "i": "objectives/evasion/hosts-file/block-security::escan-security-domain--rx-4",
            "l": 1,
            "m": "F0004"
          },
          {
            "c": 0.20000000298023224,
            "d": "output keyword",
            "e": [
              "Error opening output file(s)",
              "Error writing output file(s)"
            ],
            "i": "micro-behaviors/data/text/keywords::output",
            "l": 1
          },
          {
            "c": 0.6600000262260437,
            "d": "Create directories (Windows API ANSI)",
            "e": [
              "CreateDirectoryA"
            ],
            "i": "micro-behaviors/fs/directory/mkdir::create-directory-a",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 4 or fewer sections",
            "e": [
              "binary.section_count = 4.00"
            ],
            "i": "objectives/command-and-control/infrastructure/config::max-sections-4",
            "l": 1
          },
          {
            "a": "T1204.002",
            "c": 0.9300000071525574,
            "d": "Regex component marker",
            "e": [
              "CreateDirectoryA",
              "CreateFileA"
            ],
            "i": "objectives/command-and-control/dropper/execution/clickfix::schtasks-remote-unc-xml--rx-3",
            "l": 1,
            "m": "B0024"
          },
          {
            "a": "T1027.007",
            "c": 0.699999988079071,
            "d": "PE header access via e_lfanew offset",
            "e": [
              "46",
              "4f"
            ],
            "i": "objectives/anti-static/obfuscation/imports::pe-header-walk",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "c": 1.0,
            "d": "Binary has 3+ functions",
            "e": [
              "binary.func_count = 30.00"
            ],
            "i": "metadata/binary/metrics::few-functions-3",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Initialize critical section",
            "e": [
              "InitializeCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-init",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE has low overall entropy",
            "e": [
              "binary.overall_entropy = 4.14"
            ],
            "i": "metadata/binary/layout::low-overall-entropy",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory deallocation",
            "e": [
              "HeapFree"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-free",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Enter critical section",
            "e": [
              "EnterCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-enter",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE .reloc section presence",
            "e": [
              ".reloc"
            ],
            "i": "metadata/binary/section/names::reloc-section-presence",
            "l": 2
          },
          {
            "c": 0.6000000238418579,
            "d": "Copyright notice",
            "e": [
              "Copyright"
            ],
            "i": "metadata/package/license::copyright-word",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Peek message (ANSI)",
            "e": [
              "PeekMessageA"
            ],
            "i": "micro-behaviors/os/message/queue::peek-message-a",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.8600000143051147,
            "d": "Long mixed-case identifiers cluster",
            "e": [
              "InitializeCriticalSection"
            ],
            "i": "objectives/anti-static/obfuscation/string::long-mixedcase-identifiers",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.800000011920929,
            "d": "Data before JAR/ZIP header",
            "e": [
              "50 4B 03 04"
            ],
            "i": "objectives/anti-static/polyglot/format::jar-polyglot-prefix",
            "l": 1
          },
          {
            "c": 0.949999988079071,
            "d": "wsprintfA import present",
            "e": [
              "wsprintfA"
            ],
            "i": "well-known/malware/worm/mydoom::wsprintfa-import",
            "l": 1
          },
          {
            "c": 0.949999988079071,
            "d": "XORed Cobalt Strike config marker",
            "e": [
              "EF BE [2] BE B7"
            ],
            "i": "well-known/malware/rat/cobalt-strike::xored-config-beef-rdata",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Unusual PE section alignment",
            "e": [
              "pe.unusual_alignment = 1.00"
            ],
            "i": "objectives/anti-static/obfuscation/payload::unusual-alignment-pe",
            "l": 4
          },
          {
            "c": 0.800000011920929,
            "d": "Binary lacks resource section entirely",
            "e": [
              "binary.rsrc_to_file_ratio = 0.00"
            ],
            "i": "metadata/binary/resource::no-resources",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "CreateFile API string reference",
            "e": [
              "CreateFile"
            ],
            "i": "micro-behaviors/fs/file/open::createfile-api",
            "l": 2
          },
          {
            "c": 0.9200000166893005,
            "d": "External IPv4 address with port literal",
            "e": [
              "129.1.19.5:5893"
            ],
            "i": "micro-behaviors/communications/ip::external-ipv4-port-binary-literal",
            "l": 1
          },
          {
            "a": "T1105",
            "c": 0.800000011920929,
            "d": "Compact PE import table",
            "e": [
              "binary.import_count = 33.00"
            ],
            "i": "objectives/command-and-control/dropper/delivery/download-execute::compact-import-table",
            "l": 1,
            "m": "E1105"
          },
          {
            "c": 1.0,
            "d": "Binary is not digitally signed",
            "e": [
              "binary.has_signature = 0.00"
            ],
            "i": "metadata/signed::unsigned",
            "l": 3
          },
          {
            "a": "T1055",
            "c": 0.949999988079071,
            "d": "Huge null run in executable (128+ bytes)",
            "e": [
              "00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-structure::huge-null-run-text",
            "l": 1
          },
          {
            "a": "T1027.007",
            "c": 0.800000011920929,
            "d": "DLL name strings without LoadLibrary import",
            "e": [
              "binary.import_count = 33.00"
            ],
            "i": "objectives/anti-static/obfuscation/string/runtime-decrypt::dll-names-no-loadlibrary",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "a": "T1027",
            "c": 0.800000011920929,
            "d": "Few PE resource entries (no DIALOG/MENU/STRINGTABLE)",
            "e": [
              "pe.resource_count = 0.00"
            ],
            "i": "objectives/evasion/anti-av/heuristic::minimal-pe-resources",
            "l": 1
          },
          {
            "a": "T1055",
            "c": 0.8500000238418579,
            "d": "Large null run in executable (64+ bytes)",
            "e": [
              "00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-structure::large-null-run-text",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "PE executable is unsigned",
            "e": [
              "binary.has_signature = 0.00"
            ],
            "i": "metadata/signed::unsigned-pe-executable",
            "l": 3
          },
          {
            "c": 0.949999988079071,
            "d": "links KERNEL32.dll (DeleteCriticalSection, InitializeCriticalSection, CreateDirectoryA, lstrcpyA, lstrcmpA, ... +19 more)",
            "e": [
              "KERNEL32.dll"
            ],
            "i": "metadata/dylib::kernel32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links USER32.dll (MessageBoxA, DispatchMessageA, TranslateMessage, PeekMessageA, CharPrevA, ... +4 more)",
            "e": [
              "USER32.dll"
            ],
            "i": "metadata/dylib::user32/dll",
            "l": 2
          }
        ],
        "sha": "6e87ecb7f62039fbb6e7676422d1a5e75a32b90dde6865dcb68ee658ba8df61d",
        "path": "/data/samples/bad/datasets/pe-machine-learning-dataset/41630!!$PLUGINSDIR/nsisunz.dll",
        "type": "pe"
      },
      {
        "f": "KO₅(Al₂Dy₂Er₅As₈C₃)H₅(DsPo₂CmCrDb)Md₃(Bi₄SiPa)",
        "x": 47,
        "dp": 1,
        "id": 2,
        "is": [
          "GlobalFree",
          "lstrcpyA",
          "SetEndOfFile",
          "GetCurrentThreadId",
          "DecodePointer",
          "GetCommandLineA",
          "RaiseException",
          "GetLastError",
          "HeapFree",
          "EnterCriticalSection",
          "LeaveCriticalSection",
          "TerminateProcess",
          "GetCurrentProcess",
          "UnhandledExceptionFilter",
          "SetUnhandledExceptionFilter",
          "IsDebuggerPresent",
          "HeapAlloc",
          "EncodePointer",
          "IsProcessorFeaturePresent",
          "TlsAlloc",
          "TlsGetValue",
          "TlsSetValue",
          "TlsFree",
          "InterlockedIncrement",
          "GetModuleHandleW",
          "SetLastError",
          "InterlockedDecrement",
          "GetProcAddress",
          "Sleep",
          "ExitProcess",
          "SetHandleCount",
          "GetStdHandle",
          "InitializeCriticalSectionAndSpinCount",
          "GetFileType",
          "GetStartupInfoW",
          "DeleteCriticalSection",
          "GetModuleFileNameA",
          "FreeEnvironmentStringsW",
          "WideCharToMultiByte",
          "GetEnvironmentStringsW",
          "HeapCreate",
          "HeapDestroy",
          "QueryPerformanceCounter",
          "GetTickCount",
          "GetCurrentProcessId",
          "GetSystemTimeAsFileTime",
          "ReadFile",
          "SetFilePointer",
          "WriteFile",
          "GetConsoleCP",
          "GetConsoleMode",
          "FlushFileBuffers",
          "CloseHandle",
          "GetModuleFileNameW",
          "RtlUnwind",
          "HeapSize",
          "GetCPInfo",
          "GetACP",
          "GetOEMCP",
          "IsValidCodePage",
          "HeapReAlloc",
          "LoadLibraryW",
          "GetLocaleInfoW",
          "MultiByteToWideChar",
          "SetStdHandle",
          "WriteConsoleW",
          "LCMapStringW",
          "GetStringTypeW",
          "CreateFileW",
          "GetUserDefaultLCID",
          "GetLocaleInfoA",
          "EnumSystemLocalesA",
          "IsValidLocale",
          "InitializeCriticalSection",
          "GetProcessHeap"
        ],
        "ms": {
          "pe": {
            "machine": 332.0,
            "checksum": 135051.0,
            "rsrc_size": 1024.0,
            "subsystem": 3.0,
            "timestamp": 1413873554.0,
            "image_base": 268435456.0,
            "rsrc_entropy": 4.77,
            "entry_section": ".text",
            "size_of_image": 139264.0,
            "timestamp_day": 21.0,
            "checksum_valid": true,
            "file_alignment": 512.0,
            "resource_count": 2.0,
            "resource_types": [
              "RT_VERSION",
              "RT_MANIFEST"
            ],
            "timestamp_year": 2014.0,
            "characteristics": 8450.0,
            "entry_point_rva": 21323.0,
            "security_cookie": 268536368.0,
            "size_of_headers": 1024.0,
            "timestamp_month": 10.0,
            "checksum_matches": true,
            "checksum_present": true,
            "export_timestamp": 1413873554.0,
            "import_dll_count": 1.0,
            "manifest_present": true,
            "computed_checksum": 135051.0,
            "section_alignment": 4096.0,
            "number_of_sections": 5.0,
            "resource_timestamp": 0.0,
            "dll_characteristics": 320.0,
            "rich_header_present": true,
            "export_timestamp_day": 21.0,
            "linker_major_version": 10.0,
            "version_info_present": true,
            "export_timestamp_year": 2014.0,
            "api_hashing_indicators": 1.0,
            "export_timestamp_month": 10.0,
            "export_timestamp_present": true,
            "resource_timestamp_present": false
          },
          "file": {
            "size": 116224.0
          },
          "binary": {
            "code_size": 79872.0,
            "func_count": 369.0,
            "entry_point": 21323.0,
            "code_entropy": 6.57,
            "data_entropy": 4.11,
            "export_count": 1.0,
            "func_density": 4.73,
            "import_count": 75.0,
            "string_count": 416.0,
            "avg_func_size": 257.37,
            "section_count": 5.0,
            "avg_complexity": 8.26,
            "import_density": 0.96,
            "max_complexity": 384.0,
            "string_density": 5.33,
            "overall_entropy": 4.91,
            "avg_basic_blocks": 12.4,
            "avg_section_size": 23040.0,
            "dependency_count": 1.0,
            "entropy_variance": 1.02,
            "avg_string_length": 19.59,
            "complexity_per_kb": 0.11,
            "max_string_length": 437.0,
            "wide_string_count": 52.0,
            "writable_sections": 1.0,
            "avg_string_entropy": 3.25,
            "code_to_data_ratio": 2.26,
            "data_to_file_ratio": 0.05,
            "entry_point_is_rva": true,
            "rsrc_to_file_ratio": 0.01,
            "text_to_file_ratio": 0.69,
            "total_basic_blocks": 4575.0,
            "executable_sections": 1.0,
            "func_analysis_depth": 2.0,
            "high_entropy_strings": 3.0,
            "string_length_stddev": 27.19,
            "high_complexity_funcs": 4.0,
            "largest_section_ratio": 0.69,
            "sentence_string_count": 88.0,
            "sentence_string_ratio": 0.21,
            "behavioral_import_ratio": 0.03
          }
        },
        "ss": [
          [
            77,
            "!This program cannot be run in DOS mode."
          ],
          [
            488,
            ".text"
          ],
          [
            567,
            "@.data"
          ],
          [
            608,
            ".rsrc"
          ],
          [
            647,
            "@.reloc"
          ],
          [
            5808,
            "PQVW"
          ],
          [
            7188,
            "L983"
          ],
          [
            7878,
            "9q8u"
          ],
          [
            9134,
            "SVWP"
          ],
          [
            10672,
            "CHVW9"
          ],
          [
            10751,
            "KTPVWQ"
          ],
          [
            11176,
            "VPRQ"
          ],
          [
            11328,
            "PQSVW"
          ],
          [
            26928,
            "f90u"
          ],
          [
            35810,
            "UVWS"
          ],
          [
            39905,
            "QSVP"
          ],
          [
            45433,
            "UQPXY]Y["
          ],
          [
            52922,
            ".t|PVj@"
          ],
          [
            69094,
            "QSVW"
          ],
          [
            71275,
            "YYPV"
          ],
          [
            77686,
            "SW9E"
          ],
          [
            78128,
            "SVW3"
          ],
          [
            81348,
            "Unknown exception"
          ],
          [
            81400,
            "bad allocation"
          ],
          [
            81460,
            "wide",
            "KERNEL32.DLL"
          ],
          [
            81488,
            "FlsFree"
          ],
          [
            81496,
            "FlsSetValue"
          ],
          [
            81508,
            "FlsGetValue"
          ],
          [
            81520,
            "FlsAlloc"
          ],
          [
            81532,
            "CorExitProcess"
          ],
          [
            81548,
            "wide",
            "mscoree.dll"
          ],
          [
            81736,
            "wide",
            "runtime error"
          ],
          [
            81776,
            "wide",
            "TLOSS error"
          ],
          [
            81804,
            "wide",
            "SING error"
          ],
          [
            81832,
            "wide",
            "DOMAIN error"
          ],
          [
            81864,
            "wide",
            "R6033\r\n- Attempt to use MSIL code from this assembly during native code initialization\nThis indicates a bug in your application."
          ],
          [
            82360,
            "wide",
            "R6032\r\n- not enough space for locale information"
          ],
          [
            82464,
            "wide",
            "R6031\r\n- Attempt to initialize the CRT more than once.\nThis indicates a bug in your application."
          ],
          [
            82664,
            "wide",
            "R6030\r\n- CRT not initialized"
          ],
          [
            82728,
            "wide",
            "R6028\r\n- unable to initialize heap"
          ],
          [
            82808,
            "wide",
            "R6027\r\n- not enough space for lowio initialization"
          ],
          [
            82920,
            "wide",
            "R6026\r\n- not enough space for stdio initialization"
          ],
          [
            83032,
            "wide",
            "R6025\r\n- pure virtual function call"
          ],
          [
            83112,
            "wide",
            "R6024\r\n- not enough space for _onexit/atexit table"
          ],
          [
            83224,
            "wide",
            "R6019\r\n- unable to open console device"
          ],
          [
            83312,
            "wide",
            "R6018\r\n- unexpected heap error"
          ],
          [
            83384,
            "wide",
            "R6017\r\n- unexpected multithread lock error"
          ],
          [
            83480,
            "wide",
            "R6016\r\n- not enough space for thread data"
          ],
          [
            83568,
            "wide",
            "R6010\r\n- abort() has been called"
          ],
          [
            83640,
            "wide",
            "R6009\r\n- not enough space for environment"
          ],
          [
            83728,
            "wide",
            "R6008\r\n- not enough space for arguments"
          ],
          [
            83816,
            "wide",
            "R6002\r\n- floating point support not loaded"
          ],
          [
            84088,
            "wide",
            "Microsoft Visual C++ Runtime Library"
          ],
          [
            84180,
            "wide",
            "\u003cprogram name unknown\u003e"
          ],
          [
            84228,
            "wide",
            "Runtime Error!\n\nProgram:"
          ],
          [
            84280,
            "Complete Object Locator'"
          ],
          [
            84308,
            "Class Hierarchy Descriptor'"
          ],
          [
            84340,
            "Base Class Array'"
          ],
          [
            84360,
            "Base Class Descriptor at ("
          ],
          [
            84388,
            "Type Descriptor'"
          ],
          [
            84408,
            "`local static thread guard'"
          ],
          [
            84436,
            "`managed vector copy constructor iterator'"
          ],
          [
            84480,
            "`vector vbase copy constructor iterator'"
          ],
          [
            84524,
            "`vector copy constructor iterator'"
          ],
          [
            84560,
            "`dynamic atexit destructor for '"
          ],
          [
            84596,
            "`dynamic initializer for '"
          ],
          [
            84624,
            "`eh vector vbase copy constructor iterator'"
          ],
          [
            84668,
            "`eh vector copy constructor iterator'"
          ],
          [
            84708,
            "`managed vector destructor iterator'"
          ],
          [
            84748,
            "`managed vector constructor iterator'"
          ],
          [
            84788,
            "`placement delete[] closure'"
          ],
          [
            84820,
            "`placement delete closure'"
          ],
          [
            84848,
            "`omni callsig'"
          ],
          [
            84864,
            "delete[]"
          ],
          [
            84884,
            "`local vftable constructor closure'"
          ],
          [
            84920,
            "`local vftable'"
          ],
          [
            84948,
            "`udt returning'"
          ],
          [
            84964,
            "`copy constructor closure'"
          ],
          [
            84992,
            "`eh vector vbase constructor iterator'"
          ],
          [
            85032,
            "`eh vector destructor iterator'"
          ],
          [
            85064,
            "`eh vector constructor iterator'"
          ],
          [
            85100,
            "`virtual displacement map'"
          ],
          [
            85128,
            "`vector vbase constructor iterator'"
          ],
          [
            85164,
            "`vector destructor iterator'"
          ],
          [
            85196,
            "`vector constructor iterator'"
          ],
          [
            85228,
            "`scalar deleting destructor'"
          ],
          [
            85260,
            "`default constructor closure'"
          ],
          [
            85292,
            "`vector deleting destructor'"
          ],
          [
            85324,
            "`vbase destructor'"
          ],
          [
            85356,
            "`local static guard'"
          ],
          [
            85548,
            "operator"
          ],
          [
            85588,
            "delete"
          ],
          [
            85604,
            "__unaligned"
          ],
          [
            85616,
            "__restrict"
          ],
          [
            85636,
            "__eabi"
          ],
          [
            85644,
            "__clrcall"
          ],
          [
            85656,
            "__fastcall"
          ],
          [
            85668,
            "__thiscall"
          ],
          [
            85680,
            "__stdcall"
          ],
          [
            85692,
            "__pascal"
          ],
          [
            85704,
            "__cdecl"
          ],
          [
            86136,
            "wide",
            "dddd, MMMM dd, yyyy"
          ],
          [
            86176,
            "wide",
            "MM/dd/yy"
          ],
          [
            86212,
            "wide",
            "December"
          ],
          [
            86232,
            "wide",
            "November"
          ],
          [
            86252,
            "wide",
            "October"
          ],
          [
            86268,
            "wide",
            "September"
          ],
          [
            86288,
            "wide",
            "August"
          ],
          [
            86304,
            "wide",
            "July"
          ],
          [
            86316,
            "wide",
            "June"
          ],
          [
            86328,
            "wide",
            "April"
          ],
          [
            86340,
            "wide",
            "March"
          ],
          [
            86352,
            "wide",
            "February"
          ],
          [
            86372,
            "wide",
            "January"
          ],
          [
            86484,
            "wide",
            "Saturday"
          ],
          [
            86504,
            "wide",
            "Friday"
          ],
          [
            86520,
            "wide",
            "Thursday"
          ],
          [
            86540,
            "wide",
            "Wednesday"
          ],
          [
            86560,
            "wide",
            "Tuesday"
          ],
          [
            86576,
            "wide",
            "Monday"
          ],
          [
            86592,
            "wide",
            "Sunday"
          ],
          [
            86676,
            "dddd, MMMM dd, yyyy"
          ],
          [
            86696,
            "MM/dd/yy"
          ],
          [
            86716,
            "December"
          ],
          [
            86728,
            "November"
          ],
          [
            86740,
            "October"
          ],
          [
            86748,
            "September"
          ],
          [
            86760,
            "August"
          ],
          [
            86768,
            "July"
          ],
          [
            86776,
            "June"
          ],
          [
            86784,
            "April"
          ],
          [
            86792,
            "March"
          ],
          [
            86800,
            "February"
          ],
          [
            86812,
            "January"
          ],
          [
            86868,
            "Saturday"
          ],
          [
            86880,
            "Friday"
          ],
          [
            86888,
            "Thursday"
          ],
          [
            86900,
            "Wednesday"
          ],
          [
            86912,
            "Tuesday"
          ],
          [
            86920,
            "Monday"
          ],
          [
            86928,
            "Sunday"
          ],
          [
            86964,
            "GetProcessWindowStation"
          ],
          [
            86988,
            "GetUserObjectInformationW"
          ],
          [
            87016,
            "GetLastActivePopup"
          ],
          [
            87036,
            "GetActiveWindow"
          ],
          [
            87052,
            "MessageBoxW"
          ],
          [
            87062,
            "wide",
            "WUSER32.DLL"
          ],
          [
            87858,
            "wide",
            "h((((                  H"
          ],
          [
            88536,
            "!\"#$%\u0026'()*+,-./0123456789:;\u003c=\u003e?@abcdefghijklmnopqrstuvwxyz[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~"
          ],
          [
            88920,
            "!\"#$%\u0026'()*+,-./0123456789:;\u003c=\u003e?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`ABCDEFGHIJKLMNOPQRSTUVWXYZ{|}~"
          ],
          [
            89160,
            "LC_TIME"
          ],
          [
            89168,
            "LC_NUMERIC"
          ],
          [
            89180,
            "LC_MONETARY"
          ],
          [
            89192,
            "LC_CTYPE"
          ],
          [
            89204,
            "LC_COLLATE"
          ],
          [
            89216,
            "LC_ALL"
          ],
          [
            89327,
            "!\"#$%\u0026'()*+,-./0123456789:;\u003c=\u003e?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~"
          ],
          [
            89448,
            "united-states"
          ],
          [
            89464,
            "united-kingdom"
          ],
          [
            89480,
            "trinidad \u0026 tobago"
          ],
          [
            89500,
            "south-korea"
          ],
          [
            89512,
            "south-africa"
          ],
          [
            89528,
            "south korea"
          ],
          [
            89540,
            "south africa"
          ],
          [
            89556,
            "slovak"
          ],
          [
            89564,
            "puerto-rico"
          ],
          [
            89576,
            "pr-china"
          ],
          [
            89588,
            "pr china"
          ],
          [
            89604,
            "new-zealand"
          ],
          [
            89616,
            "hong-kong"
          ],
          [
            89628,
            "holland"
          ],
          [
            89636,
            "great britain"
          ],
          [
            89652,
            "england"
          ],
          [
            89668,
            "china"
          ],
          [
            89676,
            "britain"
          ],
          [
            89684,
            "america"
          ],
          [
            89712,
            "swedish-finland"
          ],
          [
            89728,
            "spanish-venezuela"
          ],
          [
            89748,
            "spanish-uruguay"
          ],
          [
            89764,
            "spanish-puerto rico"
          ],
          [
            89784,
            "spanish-peru"
          ],
          [
            89800,
            "spanish-paraguay"
          ],
          [
            89820,
            "spanish-panama"
          ],
          [
            89836,
            "spanish-nicaragua"
          ],
          [
            89856,
            "spanish-modern"
          ],
          [
            89872,
            "spanish-mexican"
          ],
          [
            89888,
            "spanish-honduras"
          ],
          [
            89908,
            "spanish-guatemala"
          ],
          [
            89928,
            "spanish-el salvador"
          ],
          [
            89948,
            "spanish-ecuador"
          ],
          [
            89964,
            "spanish-dominican republic"
          ],
          [
            89992,
            "spanish-costa rica"
          ],
          [
            90012,
            "spanish-colombia"
          ],
          [
            90032,
            "spanish-chile"
          ],
          [
            90048,
            "spanish-bolivia"
          ],
          [
            90064,
            "spanish-argentina"
          ],
          [
            90084,
            "portuguese-brazilian"
          ],
          [
            90108,
            "norwegian-nynorsk"
          ],
          [
            90128,
            "norwegian-bokmal"
          ],
          [
            90148,
            "norwegian"
          ],
          [
            90160,
            "italian-swiss"
          ],
          [
            90176,
            "irish-english"
          ],
          [
            90192,
            "german-swiss"
          ],
          [
            90208,
            "german-luxembourg"
          ],
          [
            90228,
            "german-lichtenstein"
          ],
          [
            90248,
            "german-austrian"
          ],
          [
            90264,
            "french-swiss"
          ],
          [
            90280,
            "french-luxembourg"
          ],
          [
            90300,
            "french-canadian"
          ],
          [
            90316,
            "french-belgian"
          ],
          [
            90332,
            "english-usa"
          ],
          [
            90344,
            "english-us"
          ],
          [
            90356,
            "english-uk"
          ],
          [
            90368,
            "english-trinidad y tobago"
          ],
          [
            90396,
            "english-south africa"
          ],
          [
            90420,
            "english-nz"
          ],
          [
            90432,
            "english-jamaica"
          ],
          [
            90448,
            "english-ire"
          ],
          [
            90460,
            "english-caribbean"
          ],
          [
            90480,
            "english-can"
          ],
          [
            90492,
            "english-belize"
          ],
          [
            90508,
            "english-aus"
          ],
          [
            90520,
            "english-american"
          ],
          [
            90540,
            "dutch-belgian"
          ],
          [
            90556,
            "chinese-traditional"
          ],
          [
            90576,
            "chinese-singapore"
          ],
          [
            90596,
            "chinese-simplified"
          ],
          [
            90616,
            "chinese-hongkong"
          ],
          [
            90636,
            "chinese"
          ],
          [
            90652,
            "canadian"
          ],
          [
            90664,
            "belgian"
          ],
          [
            90672,
            "australian"
          ],
          [
            90684,
            "american-english"
          ],
          [
            90704,
            "american english"
          ],
          [
            90724,
            "american"
          ],
          [
            91468,
            "Norwegian-Nynorsk"
          ],
          [
            91516,
            "generic"
          ],
          [
            91552,
            "iostream"
          ],
          [
            91592,
            "system"
          ],
          [
            91628,
            "iostream stream error"
          ],
          [
            91888,
            "Visual C++ CRT: Not enough memory to complete call to strerror."
          ],
          [
            91968,
            "bad exception"
          ],
          [
            91984,
            "Illegal byte sequence"
          ],
          [
            92008,
            "Directory not empty"
          ],
          [
            92028,
            "Function not implemented"
          ],
          [
            92056,
            "No locks available"
          ],
          [
            92076,
            "Filename too long"
          ],
          [
            92096,
            "Resource deadlock avoided"
          ],
          [
            92124,
            "Result too large"
          ],
          [
            92144,
            "Domain error"
          ],
          [
            92160,
            "Broken pipe"
          ],
          [
            92172,
            "Too many links"
          ],
          [
            92188,
            "Read-only file system"
          ],
          [
            92212,
            "Invalid seek"
          ],
          [
            92228,
            "No space left on device"
          ],
          [
            92252,
            "File too large"
          ]
        ],
        "sz": 116224,
        "ts": [
          {
            "c": 0.8199999928474426,
            "d": "Elevated text section entropy",
            "e": [
              ".text (entropy: 6.57)"
            ],
            "i": "metadata/binary/section/metrics::elevated-text-entropy-section",
            "l": 1
          },
          {
            "a": "T1027",
            "c": 0.699999988079071,
            "d": "Code section dominates file layout",
            "e": [
              "binary.largest_section_ratio = 0.69"
            ],
            "i": "objectives/anti-static/obfuscation/string/anomaly::dominant-text-section",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.800000011920929,
            "d": "Release wide environment block",
            "e": [
              "FreeEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::free-environment-strings-wide",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Get Unicode character type",
            "e": [
              "GetStringTypeW"
            ],
            "i": "micro-behaviors/os/env/access::get-string-type-w",
            "l": 2
          },
          {
            "d": "POSIX \"Permission denied\" error message",
            "e": [
              "Permission denied"
            ],
            "i": "micro-behaviors/os/message/error::permission-denied",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Regex component marker",
            "e": [
              "Too many links"
            ],
            "i": "objectives/evasion/process::exe-in-media-folder--rx-6",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "LoadLibrary symbol",
            "e": [
              "LoadLibraryW"
            ],
            "i": "objectives/anti-static/obfuscation/reflection/class::loadlibrary-sym",
            "l": 1
          },
          {
            "a": "T1106",
            "c": 0.699999988079071,
            "d": "EnumSystemLocales API",
            "e": [
              "EnumSystemLocalesA"
            ],
            "i": "objectives/evasion/process/injection::enum-locale-callback",
            "l": 3,
            "m": "E1106"
          },
          {
            "c": 1.0,
            "d": "Binary has 50+ imports",
            "e": [
              "binary.import_count = 75.00"
            ],
            "i": "metadata/binary/metrics::many-imports-50",
            "l": 1
          },
          {
            "a": "T1573",
            "c": 0.800000011920929,
            "d": "Regex component marker",
            "e": [
              "spanish-dominican republic"
            ],
            "i": "micro-behaviors/crypto/asymmetric/kem::encrypted-trailer-terms--rx-4",
            "l": 1,
            "m": "C0027"
          },
          {
            "c": 0.8600000143051147,
            "d": "Register unhandled exception filter",
            "e": [
              "SetUnhandledExceptionFilter"
            ],
            "i": "micro-behaviors/os/exception/error-handling::set-unhandled-exception-filter-import",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "Case-mangled GetUserObjectInformation token",
            "e": [
              "GetUserObjectInform"
            ],
            "i": "well-known/malware/ransomware/stop_djvu::case-mangled-getuserobjectinformation",
            "l": 1
          },
          {
            "c": 0.75,
            "d": "Printable ASCII substitution table",
            "e": [
              "!\"#$%\u0026'()*+,-./0123456789:;\u003c=\u003e?@abcdefghijklmnopqrstuvwxyz[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~"
            ],
            "i": "micro-behaviors/data/encode/charset::printable-ascii-substitution-table",
            "l": 1
          },
          {
            "c": 0.8799999952316284,
            "d": "User-object API string",
            "e": [
              "GetUserObjectInformationW"
            ],
            "i": "well-known/malware/worm/mabezat::xor-getuserobjectinformationw",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "CorExitProcess CLR termination reference",
            "e": [
              "CorExitProcess"
            ],
            "i": "micro-behaviors/process/inject/runtime::corexitprocess-string",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "Get module file path",
            "e": [
              "GetModuleFileNameW"
            ],
            "i": "micro-behaviors/os/module/load::get-module-filename-dup",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.9900000095367432,
            "d": "PE version resource text",
            "e": [
              "VS_VERSION_INFO"
            ],
            "i": "objectives/anti-static/obfuscation/payload/section::anydesk-version-info",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.8500000238418579,
            "d": "Unicode string locale mapping",
            "e": [
              "LCMapStringW"
            ],
            "i": "micro-behaviors/os/env/access::lcmap-string-w",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Tiny writable data section",
            "e": [
              ".data (size: 5632)"
            ],
            "i": "metadata/binary/section/metrics::tiny-data-section",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Get standard I/O handle",
            "e": [
              "GetStdHandle"
            ],
            "i": "micro-behaviors/fs/file/handle::get-std-handle",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Regex component marker",
            "e": [
              "GetStringTypeW",
              "LCMapStringW",
              "string too long",
              "FreeEnvironmentStringsW",
              "GetEnvironmentStringsW",
              "invalid string position"
            ],
            "i": "micro-behaviors/communications/http/client::webclient--rx-7",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Binary has many sentence-like strings",
            "e": [
              "binary.sentence_string_ratio = 0.21"
            ],
            "i": "metadata/binary/metrics::rich-sentence-strings-20pct",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Binary has low overall entropy",
            "e": [
              "binary.overall_entropy = 4.91"
            ],
            "i": "metadata/binary/metrics::low-overall-entropy-binary",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Leave critical section",
            "e": [
              "LeaveCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-leave",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Pointer value encoding",
            "e": [
              "EncodePointer"
            ],
            "i": "micro-behaviors/os/syscall/invoke::encode-pointer",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE imports from one DLL",
            "e": [
              "pe.import_dll_count = 1.00"
            ],
            "i": "metadata/binary/symbols::pe-single-import-dll",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Delete critical section",
            "e": [
              "DeleteCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-delete",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage retrieval",
            "e": [
              "TlsGetValue"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-get-value",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 25+ imports",
            "e": [
              "binary.import_count = 75.00"
            ],
            "i": "metadata/binary/metrics::many-imports-25",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "CTS CreateFileW import",
            "e": [
              "CreateFileW"
            ],
            "i": "well-known/malware/worm/cts::create-file-w-import",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage deallocation",
            "e": [
              "TlsFree"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-free",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Binary has many functions (\u003e30)",
            "e": [
              "binary.func_count = 369.00"
            ],
            "i": "metadata/binary/metrics::many-functions",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get process heap handle",
            "e": [
              "GetProcessHeap"
            ],
            "i": "micro-behaviors/mem/alloc/heap::get-process-heap",
            "l": 2
          },
          {
            "c": 0.8399999737739563,
            "d": "High basic block count in sparse binary",
            "e": [
              "binary.total_basic_blocks = 4575.00"
            ],
            "i": "metadata/binary/metrics::dense-basic-blocks",
            "l": 1
          },
          {
            "d": ".dll extension reference",
            "e": [
              ".dll"
            ],
            "i": "micro-behaviors/fs/path/extension::dll-dup",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE standard runtime section",
            "e": [
              ".rdata",
              ".reloc"
            ],
            "i": "metadata/binary/section/names::pe-runtime-standard-section",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Query process window station",
            "e": [
              "GetProcessWindowStation"
            ],
            "i": "micro-behaviors/ui/window/station::get-process-window-station",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Set standard I/O handle",
            "e": [
              "SetStdHandle"
            ],
            "i": "micro-behaviors/fs/file/handle::set-std-handle",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Regex component marker",
            "e": [
              "Too many links"
            ],
            "i": "objectives/evasion/masquerade/file/suspicious-path::exe-in-media-folder--rx-6",
            "l": 1
          },
          {
            "c": 0.8199999928474426,
            "d": "Regex component marker",
            "e": [
              "CloseHandle"
            ],
            "i": "objectives/discovery/system/ics-environment/register::ics-register-flow-rate--rx-75",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary is not position-independent (fixed load address)",
            "e": [
              "binary.is_pie = 0.00"
            ],
            "i": "metadata/hardening::no-pie",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 30+ imports",
            "e": [
              "binary.import_count = 75.00"
            ],
            "i": "metadata/binary/metrics::many-imports-30",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has low average string entropy",
            "e": [
              "binary.avg_string_entropy = 3.25"
            ],
            "i": "metadata/binary/metrics::avg-string-entropy-4-max",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory reallocation",
            "e": [
              "HeapReAlloc"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-realloc",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE standard code/data section",
            "e": [
              ".text",
              ".data"
            ],
            "i": "metadata/binary/section/names::pe-code-data-standard-section",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Small PE resource section",
            "e": [
              "pe.rsrc_size = 1024.00"
            ],
            "i": "metadata/package/versioning::pe-small-rsrc",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "File is a compiled binary",
            "e": [
              "bb.dll"
            ],
            "i": "metadata/binary/framework::is-binary",
            "l": 1
          },
          {
            "a": "T1082",
            "c": 0.8799999952316284,
            "d": "Query locale information",
            "e": [
              "GetLocaleInfoW",
              "GetLocaleInfoA"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::get-locale-info",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Five section PE layout",
            "e": [
              "binary.section_count = 5.00"
            ],
            "i": "metadata/binary/section/metrics::five-section-pe",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Write data to file handle",
            "e": [
              "WriteFile"
            ],
            "i": "micro-behaviors/fs/file/write::write-file",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage allocation",
            "e": [
              "TlsAlloc"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-alloc",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE Rich header present (MSVC toolchain)",
            "e": [
              "pe.rich_header_present = 1.00"
            ],
            "i": "metadata/binary/resource::rich-header-present",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "Process termination via TerminateProcess",
            "e": [
              "TerminateProcess"
            ],
            "i": "micro-behaviors/process/terminate/kill::terminate-process",
            "l": 3,
            "m": "B0033"
          },
          {
            "c": 0.8999999761581421,
            "d": "Close handle",
            "e": [
              "CloseHandle"
            ],
            "i": "micro-behaviors/process/create/spawn::close-handle-dup",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Exit current process",
            "e": [
              "ExitProcess"
            ],
            "i": "micro-behaviors/process/terminate/kill::exit-process",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get current thread ID",
            "e": [
              "GetCurrentThreadId"
            ],
            "i": "micro-behaviors/process/info/thread::get-current-thread-id",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Get environment strings",
            "e": [
              "FreeEnvironmentStringsW",
              "GetEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::get-environment-strings",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "DLL filename extension present",
            "e": [
              "bb.dll"
            ],
            "i": "objectives/evasion/masquerade/dll::dll-basename",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE has many readable strings",
            "e": [
              "binary.string_count = 416.00"
            ],
            "i": "metadata/binary/layout::many-readable-strings",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Encoded HTML tag fragment",
            "e": [
              "\u003cprogram name unknown\u003e"
            ],
            "i": "objectives/anti-static/obfuscation/encoding::encoded-html-tag-fragment",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 40+ imports",
            "e": [
              "binary.import_count = 75.00"
            ],
            "i": "metadata/binary/metrics::many-imports-40",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has low average complexity",
            "e": [
              "binary.avg_complexity = 8.26"
            ],
            "i": "metadata/binary/metrics::avg-complexity-15-max",
            "l": 2
          },
          {
            "c": 0.8399999737739563,
            "d": "Invoke unhandled exception filter",
            "e": [
              "UnhandledExceptionFilter"
            ],
            "i": "micro-behaviors/os/exception/error-handling::unhandled-exception-filter-import",
            "l": 2
          },
          {
            "c": 0.8199999928474426,
            "d": "Query current process command line",
            "e": [
              "GetCommandLineA"
            ],
            "i": "micro-behaviors/process/info/commandline::get-command-line",
            "l": 2
          },
          {
            "a": "T1027.007",
            "c": 0.8500000238418579,
            "d": "MZ header validation in code",
            "e": [
              "B8 4D 5A 00 00"
            ],
            "i": "objectives/anti-static/obfuscation/imports::mz-magic-check",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory allocation",
            "e": [
              "HeapAlloc"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-alloc",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get file handle type",
            "e": [
              "GetFileType"
            ],
            "i": "micro-behaviors/fs/file/handle::get-file-type",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Query current module path",
            "e": [
              "GetModuleFileNameA",
              "GetModuleFileNameW"
            ],
            "i": "micro-behaviors/fs/path/check::get-module-filename",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Get system error code",
            "e": [
              "GetLastError"
            ],
            "i": "micro-behaviors/os/exception/error-handling::get-last-error",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 20+ imports",
            "e": [
              "binary.import_count = 75.00"
            ],
            "i": "metadata/binary/metrics::many-imports-20",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Set last error code",
            "e": [
              "SetLastError"
            ],
            "i": "micro-behaviors/os/exception/error-handling::set-last-error",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get system time as FILETIME",
            "e": [
              "GetSystemTimeAsFileTime"
            ],
            "i": "micro-behaviors/time/query::get-system-time-as-filetime",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Get current process handle",
            "e": [
              "GetCurrentProcess"
            ],
            "i": "micro-behaviors/os/module/load::get-current-process",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Delay execution",
            "e": [
              "Sleep"
            ],
            "i": "micro-behaviors/time/timing/delay::sleep-dup",
            "l": 2
          },
          {
            "c": 0.9900000095367432,
            "d": "MSVC C++ runtime strerror diagnostic string",
            "e": [
              "Visual C++ CRT: Not enough memory to complete call to strerror."
            ],
            "i": "objectives/evasion/process/injection::msvc-crt-strerror-string",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Set file position",
            "e": [
              "SetFilePointer"
            ],
            "i": "micro-behaviors/fs/file/handle::set-file-pointer",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Read data from file handle",
            "e": [
              "ReadFile"
            ],
            "i": "micro-behaviors/fs/file/read::read-file",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE mapped image under 768 KiB",
            "e": [
              "pe.size_of_image = 139264.00"
            ],
            "i": "metadata/binary/layout::image-under-768kb",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Windows file creation/open API",
            "e": [
              "CreateFileW"
            ],
            "i": "micro-behaviors/fs/file/open::file-create-win",
            "l": 2
          },
          {
            "a": "T1070.006",
            "c": 0.699999988079071,
            "d": "PE header compile timestamp predates 2025",
            "e": [
              "pe.timestamp = 1413873554.00"
            ],
            "i": "objectives/evasion/indicator-removal/timestamps::header-timestamp-pre-2025",
            "l": 1
          },
          {
            "c": 0.20000000298023224,
            "d": "output keyword",
            "e": [
              "Input/output error"
            ],
            "i": "micro-behaviors/data/text/keywords::output",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Get console input/output mode",
            "e": [
              "GetConsoleMode"
            ],
            "i": "micro-behaviors/fs/file/handle::get-console-mode",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Binary with very few exports (1-2)",
            "e": [
              "binary.export_count = 1.00"
            ],
            "i": "metadata/binary/metrics::minimal-exports",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "GetModuleFileName API call",
            "e": [
              "GetModuleFileNameA",
              "GetModuleFileNameW"
            ],
            "i": "micro-behaviors/process/info/current::get-module-filename",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Flush file buffer to disk",
            "e": [
              "FlushFileBuffers"
            ],
            "i": "micro-behaviors/fs/file/handle::flush-file-buffers",
            "l": 2
          },
          {
            "a": "T1082",
            "c": 0.8399999737739563,
            "d": "Enumerate installed system locales",
            "e": [
              "EnumSystemLocalesA"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::enum-system-locales",
            "l": 2
          },
          {
            "c": 0.8600000143051147,
            "d": "asInvoker manifest tag in resources",
            "e": [
              "\u003crequestedExecutionLevel level=\"asInvoker\" uiAccess=\"false\"\u003e"
            ],
            "i": "metadata/binary/resource::asinvoker-resource-manifest-flex",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 50+ functions",
            "e": [
              "binary.func_count = 369.00"
            ],
            "i": "metadata/binary/metrics::many-functions-50",
            "l": 1
          },
          {
            "c": 0.8199999928474426,
            "d": "Repeated padding marker string block",
            "e": [
              "…XPADDINGPADDINGXXPADDINGPADDINGXXPADDINGPADDINGXXPADDINGPADDINGX…",
              "…embly\u003ePAPADDINGXXPADDINGPADDINGXXPADDINGPADDINGXXPADDINGPADDINGX…",
              "\u003c/assembly\u003ePAPADDINGXXPADDINGPADDINGXXPADDINGPADDINGX…"
            ],
            "i": "objectives/anti-static/obfuscation/string/junking::repeated-padding-marker",
            "l": 1
          },
          {
            "c": 0.7799999713897705,
            "d": "Get module handle Unicode",
            "e": [
              "GetModuleHandleW"
            ],
            "i": "micro-behaviors/os/module/load::get-module-handle-wide",
            "l": 2
          },
          {
            "a": "T1204.002",
            "c": 0.9300000071525574,
            "d": "Regex component marker",
            "e": [
              "HeapCreate",
              "CreateFileW"
            ],
            "i": "objectives/command-and-control/dropper/execution/clickfix::schtasks-remote-unc-xml--rx-3",
            "l": 1,
            "m": "B0024"
          },
          {
            "c": 0.8999999761581421,
            "d": "Get tick count",
            "e": [
              "GetTickCount"
            ],
            "i": "micro-behaviors/time/query::get-tick-count",
            "l": 2
          },
          {
            "a": "T1027.007",
            "c": 0.699999988079071,
            "d": "PE header access via e_lfanew offset",
            "e": [
              "41",
              "46",
              "49",
              "48"
            ],
            "i": "objectives/anti-static/obfuscation/imports::pe-header-walk",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "c": 0.8999999761581421,
            "d": "PE resource section",
            "e": [
              ".rsrc"
            ],
            "i": "metadata/binary/section/names::pe-resource-section",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Get module file path (ANSI)",
            "e": [
              "GetModuleFileNameA"
            ],
            "i": "micro-behaviors/os/module/load::get-module-filename-ansi",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Truncate file via SetEndOfFile",
            "e": [
              "SetEndOfFile"
            ],
            "i": "micro-behaviors/fs/file/truncate::set-end-of-file-win",
            "l": 2
          },
          {
            "a": "T1082",
            "c": 0.8500000238418579,
            "d": "Query user locale identifier",
            "e": [
              "GetUserDefaultLCID"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::get-user-default-lcid",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Check processor features (potential VM detection)",
            "e": [
              "IsProcessorFeaturePresent"
            ],
            "i": "objectives/anti-analysis/vm-detect/processor-features::is-processor-feature-present",
            "l": 1,
            "m": "B0009"
          },
          {
            "c": 1.0,
            "d": "Binary has 3+ functions",
            "e": [
              "binary.func_count = 369.00"
            ],
            "i": "metadata/binary/metrics::few-functions-3",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Initialize critical section",
            "e": [
              "InitializeCriticalSectionAndSpinCount",
              "InitializeCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-init",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE has low overall entropy",
            "e": [
              "binary.overall_entropy = 4.91"
            ],
            "i": "metadata/binary/layout::low-overall-entropy",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Runtime library unwind operation",
            "e": [
              "RtlUnwind"
            ],
            "i": "micro-behaviors/os/exception/error-handling::rtl-unwind",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory deallocation",
            "e": [
              "HeapFree"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-free",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Query window station object info",
            "e": [
              "GetUserObjectInformationW"
            ],
            "i": "micro-behaviors/ui/window/station::get-user-object-information",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Enter critical section",
            "e": [
              "EnterCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-enter",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE .reloc section presence",
            "e": [
              ".reloc"
            ],
            "i": "metadata/binary/section/names::reloc-section-presence",
            "l": 2
          },
          {
            "c": 0.6000000238418579,
            "d": "Copyright notice",
            "e": [
              "Copyright"
            ],
            "i": "metadata/package/license::copyright-word",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get current process ID",
            "e": [
              "GetCurrentProcessId"
            ],
            "i": "micro-behaviors/process/info/thread::get-current-process-id",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get process startup information",
            "e": [
              "GetStartupInfoW"
            ],
            "i": "micro-behaviors/os/sysinfo/process::get-startup-info",
            "l": 2
          },
          {
            "c": 0.8399999737739563,
            "d": "Read wide environment block",
            "e": [
              "GetEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::get-environment-strings-wide",
            "l": 2
          },
          {
            "c": 0.8600000143051147,
            "d": "Query locale information",
            "e": [
              "GetLocaleInfoW"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::get-locale-info-import",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage assignment",
            "e": [
              "TlsSetValue"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-set-value",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Raise structured exception",
            "e": [
              "RaiseException"
            ],
            "i": "micro-behaviors/os/exception/raise::raise-exception",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "Unicode console output",
            "e": [
              "WriteConsoleW"
            ],
            "i": "micro-behaviors/hardware/display/screen::write-console-w",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.8600000143051147,
            "d": "Long mixed-case identifiers cluster",
            "e": [
              "GetCurrentProcessId",
              "GetSystemTimeAsFileTime",
              "WideCharToMultiByte",
              "GetModuleFileNameW",
              "InitializeCriticalSection",
              "GetUserObjectInformationW",
              "MultiByteToWideChar",
              "SetUnhandledExceptionFilter",
              "GetProcessWindowStation",
              "InterlockedIncrement",
              "InterlockedDecrement",
              "InitializeCriticalSectionAndSpinCount",
              "UnhandledExceptionFilter",
              "GetModuleFileNameA"
            ],
            "i": "objectives/anti-static/obfuscation/string::long-mixedcase-identifiers",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.699999988079071,
            "d": "QueryPerformanceCounter timing API",
            "e": [
              "QueryPerformanceCounter"
            ],
            "i": "micro-behaviors/time/timing/delay::query-performance-counter",
            "l": 2
          },
          {
            "a": "T1620",
            "c": 0.8999999761581421,
            "d": "GetProcAddress loader API string",
            "e": [
              "GetProcAddress"
            ],
            "i": "objectives/command-and-control/dropper/execution/loader::dark-eye-getprocaddress-string",
            "l": 1,
            "m": "B0030"
          },
          {
            "c": 1.0,
            "d": "ASLR bit not set in DLL Characteristics",
            "e": [
              "pe.dll_characteristics = 320.00"
            ],
            "i": "metadata/hardening::no-aslr-bit",
            "l": 1
          },
          {
            "a": "T1622",
            "c": 0.949999988079071,
            "d": "Check if debugger is attached",
            "e": [
              "IsDebuggerPresent"
            ],
            "i": "objectives/anti-analysis/debugger-detect/check::is-debugger-present",
            "l": 1,
            "m": "B0001"
          },
          {
            "c": 0.8999999761581421,
            "d": "CreateFile API string reference",
            "e": [
              "CreateFile"
            ],
            "i": "micro-behaviors/fs/file/open::createfile-api",
            "l": 2
          },
          {
            "a": "T1105",
            "c": 0.800000011920929,
            "d": "Compact PE import table",
            "e": [
              "binary.import_count = 75.00"
            ],
            "i": "objectives/command-and-control/dropper/delivery/download-execute::compact-import-table",
            "l": 1,
            "m": "E1105"
          },
          {
            "c": 1.0,
            "d": "Binary is not digitally signed",
            "e": [
              "binary.has_signature = 0.00"
            ],
            "i": "metadata/signed::unsigned",
            "l": 3
          },
          {
            "a": "T1055",
            "c": 0.949999988079071,
            "d": "Huge null run in executable (128+ bytes)",
            "e": [
              "00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-structure::huge-null-run-text",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Create private heap (HeapCreate)",
            "e": [
              "HeapCreate"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-create",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Five or more PE sections",
            "e": [
              "binary.section_count = 5.00"
            ],
            "i": "objectives/anti-static/obfuscation/imports::five-plus-sections-pe",
            "l": 1
          },
          {
            "a": "T1027",
            "c": 0.800000011920929,
            "d": "Few PE resource entries (no DIALOG/MENU/STRINGTABLE)",
            "e": [
              "pe.resource_count = 2.00"
            ],
            "i": "objectives/evasion/anti-av/heuristic::minimal-pe-resources",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Resolve exports with GetProcAddress",
            "e": [
              "GetProcAddress"
            ],
            "i": "micro-behaviors/os/module/load::get-proc-address-import",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Legitimate DLL name associated with module stomping",
            "e": [
              "mscoree.dll"
            ],
            "i": "objectives/evasion/process/injection::module-stomping-target",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Tiny resource section (no version/icon)",
            "e": [
              ".rsrc (size: 1024)"
            ],
            "i": "metadata/binary/resource::minimal-resources",
            "l": 2
          },
          {
            "a": "T1027.007",
            "c": 0.8600000143051147,
            "d": "PE API hashing indicator present",
            "e": [
              "pe.api_hashing_indicators = 1.00"
            ],
            "i": "objectives/anti-static/obfuscation/imports::pe-api-hashing-indicator-single",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "c": 0.699999988079071,
            "d": "High function count over 200",
            "e": [
              "binary.func_count = 369.00"
            ],
            "i": "metadata/binary/metrics::high-function-count-200",
            "l": 2
          },
          {
            "a": "T1129",
            "c": 0.8799999952316284,
            "d": "Dynamic library loading via LoadLibraryW",
            "e": [
              "LoadLibraryW"
            ],
            "i": "micro-behaviors/dylib/load::load-library-w",
            "l": 3
          },
          {
            "c": 0.800000011920929,
            "d": "PE executable is unsigned",
            "e": [
              "binary.has_signature = 0.00"
            ],
            "i": "metadata/signed::unsigned-pe-executable",
            "l": 3
          },
          {
            "c": 0.949999988079071,
            "d": "links KERNEL32.dll (GlobalFree, lstrcpyA, SetEndOfFile, GetCurrentThreadId, DecodePointer, ... +70 more)",
            "e": [
              "KERNEL32.dll"
            ],
            "i": "metadata/dylib::kernel32/dll",
            "l": 2
          },
          {
            "a": "T1497.003",
            "c": 0.8500000238418579,
            "d": "Multiple timing calls (delta measurement)",
            "e": [
              "QueryPerformanceCounter",
              "GetTickCount"
            ],
            "i": "objectives/anti-analysis/timing/evasion::timing-delta-check",
            "l": 1,
            "m": "B0003.003"
          },
          {
            "c": 0.8799999952316284,
            "d": "Enumerate process environment block",
            "e": [
              "GetEnvironmentStringsW",
              "FreeEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::environment-block-enumeration",
            "l": 2
          },
          {
            "a": "T1082",
            "c": 0.8999999761581421,
            "d": "Multiple Win32 locale discovery APIs",
            "e": [
              "EnumSystemLocalesA",
              "GetUserDefaultLCID",
              "GetLocaleInfoA",
              "GetLocaleInfoW"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::locale-environment-fingerprint",
            "l": 2
          },
          {
            "c": 0.9200000166893005,
            "d": "Dynamically resolve own modules and exports",
            "e": [
              "GetProcAddress",
              "GetModuleHandleW"
            ],
            "i": "micro-behaviors/os/module/load::dynamic-self-resolution-imports",
            "l": 2
          },
          {
            "c": 0.8600000143051147,
            "d": "Query active window station state",
            "e": [
              "GetUserObjectInformationW",
              "GetProcessWindowStation"
            ],
            "i": "micro-behaviors/ui/window/station::window-station-query-chain",
            "l": 2
          },
          {
            "a": "T1497.003",
            "c": 0.8999999761581421,
            "d": "Timing-based anti-debugging pattern",
            "e": [
              "GetTickCount",
              "QueryPerformanceCounter",
              "IsDebuggerPresent",
              "IsDebuggerPresent"
            ],
            "i": "objectives/anti-analysis/timing/evasion::timing-anti-debug",
            "l": 4,
            "m": "B0003.003"
          },
          {
            "a": "T1082",
            "c": 0.8999999761581421,
            "d": "Windows locale fingerprinting imports",
            "e": [
              "GetLocaleInfoW",
              "GetLocaleInfoA",
              "GetEnvironmentStringsW",
              "FreeEnvironmentStringsW",
              "EnumSystemLocalesA",
              "GetUserDefaultLCID"
            ],
            "i": "objectives/discovery/system/locale::windows-locale-fingerprint",
            "l": 3,
            "m": "E1082"
          },
          {
            "c": 0.8999999761581421,
            "d": "Register and invoke exception filters",
            "e": [
              "SetUnhandledExceptionFilter",
              "UnhandledExceptionFilter"
            ],
            "i": "micro-behaviors/os/exception/error-handling::exception-filter-pair-imports",
            "l": 2
          },
          {
            "a": "T1622",
            "c": 0.9300000071525574,
            "d": "Debugger check with teardown guards",
            "e": [
              "Sleep",
              "SetUnhandledExceptionFilter",
              "IsDebuggerPresent"
            ],
            "i": "objectives/anti-analysis/debugger-detect/check::debugger-check-with-guards",
            "l": 2,
            "m": "B0001"
          },
          {
            "c": 0.8999999761581421,
            "d": "Unsigned binary contains DLL name associated with module stomping",
            "e": [
              "mscoree.dll",
              "binary.has_signature = 0.00"
            ],
            "i": "objectives/evasion/process/injection::unsigned-module-stomping-target",
            "l": 1
          },
          {
            "a": "T1082",
            "c": 0.8999999761581421,
            "d": "Locale and environment profiling cluster",
            "e": [
              "GetEnvironmentStringsW",
              "FreeEnvironmentStringsW",
              "GetCommandLineA",
              "EnumSystemLocalesA",
              "GetUserDefaultLCID",
              "GetSystemTimeAsFileTime",
              "GetLocaleInfoA",
              "GetLocaleInfoW"
            ],
            "i": "objectives/discovery/system/locale::locale-and-environment-profiling",
            "l": 3,
            "m": "E1082"
          }
        ],
        "sha": "5796925a0ea7e39f8def61655aa2b26c8069d7e6aa7f3efbd794fba3e18ebd7e",
        "path": "/data/samples/bad/datasets/pe-machine-learning-dataset/41630!!$PLUGINSDIR/bb.dll",
        "type": "pe"
      }
    ],
    "tv": "27ac5"
  }
}