{
  "ml": {
    "v": "4",
    "fs": [
      {
        "id": 0,
        "prob": 0.9815003871917725,
        "class": 1
      }
    ],
    "prob": 0.9815004,
    "class": 1,
    "oprob": 0.8981485,
    "oclass": 0,
    "version": "v16.16",
    "thresholds": [
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      0.99404883
    ],
    "analyzed_at": "2026-05-02T01:31:23Z"
  },
  "path": "17488",
  "raw": {
    "v": "4",
    "fs": [
      {
        "f": "KO₈(As₁₀C₃DyAl₂Er₃IPPr)H₆(Cm₄CrDb₃Os₃Po₃Ti)Md₃(PaSiBi₃)",
        "x": 88,
        "id": 0,
        "is": [
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          "GetOverlappedResult",
          "GetVersionExW",
          "InitializeCriticalSectionAndSpinCount",
          "DeleteCriticalSection",
          "RaiseException",
          "CreateEventW",
          "OpenProcess",
          "GetExitCodeProcess",
          "ResetEvent",
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          "SetEvent",
          "GetComputerNameW",
          "ReleaseMutex",
          "CreateMutexW",
          "CreateNamedPipeW",
          "ConnectNamedPipe",
          "WaitNamedPipeW",
          "Sleep",
          "CancelIo",
          "CreateWaitableTimerW",
          "SetWaitableTimer",
          "GetModuleHandleW",
          "SetErrorMode",
          "DecodePointer",
          "GetEnvironmentStringsW",
          "GetCurrentProcessId",
          "GetModuleFileNameW",
          "InterlockedDecrement",
          "InterlockedIncrement",
          "GetCurrentProcess",
          "LocalFree",
          "CreateDirectoryW",
          "GetFileAttributesW",
          "WriteFile",
          "ReadFile",
          "CreateFileW",
          "CloseHandle",
          "FindResourceExW",
          "SizeofResource",
          "LockResource",
          "LoadResource",
          "FindResourceW",
          "GetProcessHeap",
          "WideCharToMultiByte",
          "MultiByteToWideChar",
          "HeapSize",
          "HeapReAlloc",
          "HeapFree",
          "HeapAlloc",
          "QueryPerformanceCounter",
          "FlushFileBuffers",
          "lstrlenA",
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          "LoadLibraryW",
          "WriteConsoleW",
          "SetFilePointerEx",
          "GetConsoleMode",
          "FreeEnvironmentStringsW",
          "GetConsoleCP",
          "FreeLibrary",
          "SetEnvironmentVariableA",
          "ReadConsoleW",
          "SetStdHandle",
          "GetTimeZoneInformation",
          "UnregisterWaitEx",
          "HeapDestroy",
          "CancelWaitableTimer",
          "GetLastError",
          "QueryDepthSList",
          "InterlockedFlushSList",
          "InterlockedPushEntrySList",
          "GetFileType",
          "InterlockedPopEntrySList",
          "InitializeSListHead",
          "ReleaseSemaphore",
          "VirtualProtect",
          "VirtualFree",
          "VirtualAlloc",
          "GetModuleHandleA",
          "FreeLibraryAndExitThread",
          "GetThreadTimes",
          "IsDebuggerPresent",
          "OutputDebugStringW",
          "EnterCriticalSection",
          "LeaveCriticalSection",
          "GetCurrentThreadId",
          "DuplicateHandle",
          "GetCurrentThread",
          "GetExitCodeThread",
          "GetSystemTimeAsFileTime",
          "EncodePointer",
          "GetStringTypeW",
          "IsProcessorFeaturePresent",
          "ExitProcess",
          "GetModuleHandleExW",
          "GetCommandLineW",
          "RtlUnwind",
          "CreateTimerQueue",
          "WaitForSingleObjectEx",
          "SignalObjectAndWait",
          "SwitchToThread",
          "CreateThread",
          "SetThreadPriority",
          "GetThreadPriority",
          "TlsAlloc",
          "TlsGetValue",
          "TlsSetValue",
          "TlsFree",
          "GetLogicalProcessorInformation",
          "CreateTimerQueueTimer",
          "ChangeTimerQueueTimer",
          "DeleteTimerQueueTimer",
          "GetNumaHighestNodeNumber",
          "GetProcessAffinityMask",
          "SetThreadAffinityMask",
          "RegisterWaitForSingleObject",
          "UnregisterWait",
          "GetCPInfo",
          "UnhandledExceptionFilter",
          "SetUnhandledExceptionFilter",
          "SetLastError",
          "TerminateProcess",
          "GetStartupInfoW",
          "GetTickCount",
          "CreateSemaphoreW",
          "ExitThread",
          "LoadLibraryExW",
          "GetDateFormatW",
          "GetTimeFormatW",
          "CompareStringW",
          "LCMapStringW",
          "GetLocaleInfoW",
          "IsValidLocale",
          "GetUserDefaultLCID",
          "EnumSystemLocalesW",
          "GetStdHandle",
          "IsValidCodePage",
          "GetACP",
          "GetOEMCP",
          "RegCloseKey",
          "InitializeSecurityDescriptor",
          "CryptDeriveKey",
          "CryptDestroyHash",
          "CryptHashData",
          "CryptCreateHash",
          "RegDeleteKeyW",
          "RegSetValueExW",
          "RegCreateKeyExW",
          "RegEnumValueW",
          "RegEnumKeyExW",
          "RegQueryValueExW",
          "RegOpenKeyExW",
          "IsValidSid",
          "ConvertSidToStringSidW",
          "CryptReleaseContext",
          "CryptDestroyKey",
          "CryptDecrypt",
          "CryptEncrypt",
          "CryptExportKey",
          "CryptDuplicateKey",
          "CryptGenKey",
          "CryptImportKey",
          "CryptAcquireContextW",
          "LookupAccountNameW",
          "SetSecurityDescriptorDacl",
          "SHGetFolderPathW",
          "CoCreateInstance",
          "CoInitializeSecurity",
          "CoSetProxyBlanket",
          "CoInitializeEx",
          "CoUninitialize",
          "ORDINAL 2",
          "ORDINAL 150",
          "ORDINAL 7",
          "ORDINAL 6",
          "ORDINAL 9",
          "PathAppendW",
          "PathCombineA",
          "PathCombineW",
          "PathFileExistsW",
          "CryptStringToBinaryA",
          "CryptBinaryToStringA",
          "WinHttpOpen",
          "WinHttpConnect",
          "WinHttpOpenRequest",
          "WinHttpReceiveResponse",
          "WinHttpQueryHeaders",
          "WinHttpCloseHandle",
          "WinHttpReadData",
          "WinHttpSendRequest",
          "WinHttpQueryDataAvailable",
          "VerQueryValueW",
          "GetFileVersionInfoW",
          "GetFileVersionInfoSizeW"
        ],
        "ms": {
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            "checksum_valid": true,
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            "signature_type": "developer",
            "timestamp_year": 2015.0,
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            "timestamp_month": 6.0,
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            "code_to_data_ratio": 2.15,
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            "largest_section_ratio": 0.67,
            "sentence_string_count": 129.0,
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            "behavioral_import_ratio": 0.07,
            "function_analysis_depth": 2.0,
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        },
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          [
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          [
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            "RSA1"
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            63050,
            "PVSW"
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            74369,
            "5 2H"
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            87791,
            "PPSW"
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            "5T1H"
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            "5P1H"
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            95263,
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            96130,
            "5H1H"
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            "48CV"
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            "VPVQ"
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            109717,
            "4XGV"
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            "6QPQW"
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            121317,
            "AQPQ"
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            "VWPR"
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            136056,
            "6PWQ"
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            163508,
            "WVPS"
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            165813,
            "QQSV"
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            166489,
            "YYPW"
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            166601,
            "8RCC"
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          [
            166609,
            "8MOC"
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            171786,
            "RWPR"
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          [
            180479,
            "SVW3"
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            184652,
            "HHtVHHt"
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            185838,
            "RPWQ"
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          [
            187045,
            "5ntel"
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          [
            189754,
            "SVAW"
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          [
            196351,
            "PSQR"
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          [
            197570,
            "HHtXHHt"
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            205156,
            "f90t"
          ],
          [
            205189,
            "f97t"
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          [
            209248,
            "WVS3"
          ],
          [
            220703,
            "PWWV"
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          [
            222842,
            "v6j0"
          ],
          [
            223027,
            "PRSQ"
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          [
            228729,
            "GDQSP"
          ],
          [
            228797,
            "OHPSQ"
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          [
            229114,
            "OHSSVSSW"
          ],
          [
            236798,
            "QQS3"
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          [
            239581,
            "QVW3"
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          [
            241581,
            "QQSVW"
          ],
          [
            252959,
            "NHB3"
          ],
          [
            255199,
            "QQVW"
          ],
          [
            256941,
            "f90u"
          ],
          [
            256959,
            "RVSQSWV"
          ],
          [
            257874,
            "9E W"
          ],
          [
            258690,
            "UVWS"
          ],
          [
            264789,
            "/PjSW"
          ],
          [
            274718,
            "PWWWWV"
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          [
            274873,
            "PSSSSV"
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          [
            279068,
            "VPRQ"
          ],
          [
            280169,
            "UQPXY]Y["
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          [
            281024,
            "WVU3"
          ],
          [
            289068,
            "9vdu"
          ],
          [
            319370,
            "Huzj"
          ],
          [
            324100,
            "HAO8"
          ],
          [
            330722,
            "KHVW3"
          ],
          [
            340538,
            "PRQW"
          ],
          [
            346480,
            "582H"
          ],
          [
            370416,
            "wide",
            "ERROR : Unable to initialize critical section in CAtlBaseModule"
          ],
          [
            370604,
            "device or resource busy"
          ],
          [
            370628,
            "invalid argument"
          ],
          [
            370648,
            "no such process"
          ],
          [
            370664,
            "not enough memory"
          ],
          [
            370684,
            "operation not permitted"
          ],
          [
            370708,
            "resource deadlock would occur"
          ],
          [
            370740,
            "resource unavailable try again"
          ],
          [
            372192,
            "permission denied"
          ],
          [
            372212,
            "file exists"
          ],
          [
            372224,
            "no such device"
          ],
          [
            372240,
            "filename too long"
          ],
          [
            372260,
            "io error"
          ],
          [
            372272,
            "directory not empty"
          ],
          [
            372292,
            "no space on device"
          ],
          [
            372312,
            "no such file or directory"
          ],
          [
            372340,
            "function not supported"
          ],
          [
            372364,
            "no lock available"
          ],
          [
            372384,
            "cross device link"
          ],
          [
            372404,
            "operation canceled"
          ],
          [
            372424,
            "too many files open"
          ],
          [
            372444,
            "permission_denied"
          ],
          [
            372464,
            "address_in_use"
          ],
          [
            372480,
            "address_not_available"
          ],
          [
            372504,
            "address_family_not_supported"
          ],
          [
            372536,
            "connection_already_in_progress"
          ],
          [
            372568,
            "bad_file_descriptor"
          ],
          [
            372588,
            "connection_aborted"
          ],
          [
            372608,
            "connection_refused"
          ],
          [
            372628,
            "connection_reset"
          ],
          [
            372648,
            "destination_address_required"
          ],
          [
            372680,
            "bad_address"
          ],
          [
            372692,
            "host_unreachable"
          ],
          [
            372712,
            "operation_in_progress"
          ],
          [
            372736,
            "interrupted"
          ],
          [
            372748,
            "invalid_argument"
          ],
          [
            372768,
            "already_connected"
          ],
          [
            372788,
            "too_many_files_open"
          ],
          [
            372808,
            "message_size"
          ],
          [
            372824,
            "filename_too_long"
          ],
          [
            372844,
            "network_down"
          ],
          [
            372860,
            "network_reset"
          ],
          [
            372876,
            "network_unreachable"
          ],
          [
            372896,
            "no_buffer_space"
          ],
          [
            372912,
            "no_protocol_option"
          ],
          [
            372932,
            "not_connected"
          ],
          [
            372948,
            "not_a_socket"
          ],
          [
            372964,
            "operation_not_supported"
          ],
          [
            372988,
            "protocol_not_supported"
          ],
          [
            373012,
            "wrong_protocol_type"
          ],
          [
            373032,
            "timed_out"
          ],
          [
            373044,
            "operation_would_block"
          ],
          [
            373068,
            "address family not supported"
          ],
          [
            373100,
            "address in use"
          ],
          [
            373116,
            "address not available"
          ],
          [
            373140,
            "already connected"
          ],
          [
            373160,
            "argument list too long"
          ],
          [
            373184,
            "argument out of domain"
          ],
          [
            373208,
            "bad address"
          ],
          [
            373220,
            "bad file descriptor"
          ],
          [
            373240,
            "bad message"
          ],
          [
            373252,
            "broken pipe"
          ],
          [
            373264,
            "connection aborted"
          ],
          [
            373284,
            "connection already in progress"
          ],
          [
            373316,
            "connection refused"
          ],
          [
            373336,
            "connection reset"
          ],
          [
            373356,
            "destination address required"
          ],
          [
            373388,
            "executable format error"
          ],
          [
            373412,
            "file too large"
          ],
          [
            373428,
            "host unreachable"
          ],
          [
            373448,
            "identifier removed"
          ],
          [
            373468,
            "illegal byte sequence"
          ],
          [
            373492,
            "inappropriate io control operation"
          ],
          [
            373528,
            "invalid seek"
          ],
          [
            373544,
            "is a directory"
          ],
          [
            373560,
            "message size"
          ],
          [
            373576,
            "network down"
          ],
          [
            373592,
            "network reset"
          ],
          [
            373608,
            "network unreachable"
          ],
          [
            373628,
            "no buffer space"
          ],
          [
            373644,
            "no child process"
          ],
          [
            373664,
            "no link"
          ],
          [
            373672,
            "no message available"
          ],
          [
            373696,
            "no message"
          ],
          [
            373708,
            "no protocol option"
          ],
          [
            373728,
            "no stream resources"
          ],
          [
            373748,
            "no such device or address"
          ],
          [
            373776,
            "not a directory"
          ],
          [
            373792,
            "not a socket"
          ],
          [
            373808,
            "not a stream"
          ],
          [
            373824,
            "not connected"
          ],
          [
            373840,
            "not supported"
          ],
          [
            373856,
            "operation in progress"
          ],
          [
            373880,
            "operation not supported"
          ],
          [
            373904,
            "operation would block"
          ],
          [
            373928,
            "owner dead"
          ],
          [
            373940,
            "protocol error"
          ],
          [
            373956,
            "protocol not supported"
          ],
          [
            373980,
            "read only file system"
          ],
          [
            374004,
            "result out of range"
          ],
          [
            374024,
            "state not recoverable"
          ],
          [
            374048,
            "stream timeout"
          ],
          [
            374064,
            "text file busy"
          ],
          [
            374080,
            "timed out"
          ],
          [
            374092,
            "too many files open in system"
          ],
          [
            374124,
            "too many links"
          ],
          [
            374140,
            "too many symbolic link levels"
          ],
          [
            374172,
            "value too large"
          ],
          [
            374188,
            "wrong protocol type"
          ],
          [
            374232,
            "bad allocation"
          ],
          [
            374308,
            "bad function call"
          ],
          [
            374632,
            "0123456789abcdefghijklmnopqrstuvwxyz"
          ],
          [
            375036,
            "Unknown exception"
          ],
          [
            375090,
            "wide",
            "Bmscoree.dll"
          ],
          [
            375116,
            "CorExitProcess"
          ],
          [
            375180,
            "Lock already taken"
          ],
          [
            375364,
            "pEvents"
          ],
          [
            375382,
            "wide",
            "Bkernel32.dll"
          ],
          [
            375412,
            "SetThreadGroupAffinity"
          ],
          [
            375436,
            "GetThreadGroupAffinity"
          ],
          [
            375460,
            "GetCurrentProcessorNumberEx"
          ],
          [
            375488,
            "GetLogicalProcessorInformationEx"
          ],
          [
            376976,
            "!\"#$%\u0026'()*+,-./0123456789:;\u003c=\u003e?@abcdefghijklmnopqrstuvwxyz[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~"
          ],
          [
            377360,
            "!\"#$%\u0026'()*+,-./0123456789:;\u003c=\u003e?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`ABCDEFGHIJKLMNOPQRSTUVWXYZ{|}~"
          ],
          [
            377600,
            "bad exception"
          ],
          [
            377616,
            "FlsAlloc"
          ],
          [
            377628,
            "FlsFree"
          ],
          [
            377636,
            "FlsGetValue"
          ],
          [
            377648,
            "FlsSetValue"
          ],
          [
            377660,
            "InitializeCriticalSectionEx"
          ],
          [
            377688,
            "CreateEventExW"
          ],
          [
            377704,
            "CreateSemaphoreExW"
          ],
          [
            377724,
            "SetThreadStackGuarantee"
          ],
          [
            377748,
            "CreateThreadpoolTimer"
          ],
          [
            377772,
            "SetThreadpoolTimer"
          ],
          [
            377792,
            "WaitForThreadpoolTimerCallbacks"
          ],
          [
            377824,
            "CloseThreadpoolTimer"
          ],
          [
            377848,
            "CreateThreadpoolWait"
          ],
          [
            377872,
            "SetThreadpoolWait"
          ],
          [
            377892,
            "CloseThreadpoolWait"
          ],
          [
            377912,
            "FlushProcessWriteBuffers"
          ],
          [
            377940,
            "FreeLibraryWhenCallbackReturns"
          ],
          [
            377972,
            "GetCurrentProcessorNumber"
          ],
          [
            378000,
            "GetLogicalProcessorInformation"
          ],
          [
            378032,
            "CreateSymbolicLinkW"
          ],
          [
            378052,
            "SetDefaultDllDirectories"
          ],
          [
            378080,
            "EnumSystemLocalesEx"
          ],
          [
            378100,
            "CompareStringEx"
          ],
          [
            378116,
            "GetDateFormatEx"
          ],
          [
            378132,
            "GetLocaleInfoEx"
          ],
          [
            378148,
            "GetTimeFormatEx"
          ],
          [
            378164,
            "GetUserDefaultLocaleName"
          ],
          [
            378192,
            "IsValidLocaleName"
          ],
          [
            378212,
            "LCMapStringEx"
          ],
          [
            378228,
            "GetCurrentPackageId"
          ],
          [
            378248,
            "GetTickCount64"
          ],
          [
            378264,
            "GetFileInformationByHandleExW"
          ],
          [
            378296,
            "SetFileInformationByHandleW"
          ],
          [
            378324,
            "RoInitialize"
          ],
          [
            378340,
            "wide",
            "combase.dll"
          ],
          [
            378364,
            "RoUninitialize"
          ],
          [
            384876,
            "wide",
            "az-az-cyrl"
          ],
          [
            384900,
            "wide",
            "az-az-latn"
          ],
          [
            384960,
            "wide",
            "bs-ba-latn"
          ],
          [
            385092,
            "wide",
            "div-mv"
          ],
          [
            385828,
            "wide",
            "kok-in"
          ],
          [
            386096,
            "wide",
            "quz-bo"
          ],
          [
            386112,
            "wide",
            "quz-ec"
          ],
          [
            386128,
            "wide",
            "quz-pe"
          ],
          [
            386240,
            "wide",
            "sma-no"
          ],
          [
            386256,
            "wide",
            "sma-se"
          ],
          [
            386272,
            "wide",
            "smj-no"
          ],
          [
            386288,
            "wide",
            "smj-se"
          ],
          [
            386304,
            "wide",
            "smn-fi"
          ],
          [
            386320,
            "wide",
            "sms-fi"
          ],
          [
            386348,
            "wide",
            "sr-ba-cyrl"
          ]
        ],
        "sz": 548112,
        "ts": [
          {
            "c": 1.0,
            "d": "Authenticode chain CN: Thawte Timestamping CA",
            "e": [
              "Thawte Timestamping CA"
            ],
            "i": "metadata/signed/developer::thawte-timestamping-ca",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Authenticode chain CN: Symantec Time Stamping Services CA - G2",
            "e": [
              "Symantec Time Stamping Services CA - G2"
            ],
            "i": "metadata/signed/developer::symantec-time-stamping-services-ca---g2",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Authenticode chain CN: TimeStamp-2048-1",
            "e": [
              "TimeStamp-2048-1"
            ],
            "i": "metadata/signed/developer::timestamp-2048-1",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Authenticode chain CN: Symantec Time Stamping Services Signer - G4",
            "e": [
              "Symantec Time Stamping Services Signer - G4"
            ],
            "i": "metadata/signed/developer::symantec-time-stamping-services-signer---g4",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Authenticode chain CN: TimeStamp-2048-2",
            "e": [
              "TimeStamp-2048-2"
            ],
            "i": "metadata/signed/developer::timestamp-2048-2",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Authenticode chain CN: VeriSign Class 3 Code Signing 2010 CA",
            "e": [
              "VeriSign Class 3 Code Signing 2010 CA"
            ],
            "i": "metadata/signed/developer::verisign-class-3-code-signing-2010-ca",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Authenticode chain CN: Assist Point",
            "e": [
              "Assist Point"
            ],
            "i": "metadata/signed/developer::assist-point",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Authenticode chain CN: VeriSign Class 3 Public Primary Certification Authority - G5",
            "e": [
              "VeriSign Class 3 Public Primary Certification Authority - G5"
            ],
            "i": "metadata/signed/developer::verisign-class-3-public-primary-certification-authority---g5",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Authenticode chain CN: VeriSignMPKI-2-8",
            "e": [
              "VeriSignMPKI-2-8"
            ],
            "i": "metadata/signed/developer::verisignmpki-2-8",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Signed by Assist Point",
            "e": [
              "Assist Point"
            ],
            "i": "metadata/signed/leaf::assist-point",
            "l": 3
          },
          {
            "c": 0.7799999713897705,
            "d": "Uninitialize COM subsystem",
            "e": [
              "CoUninitialize"
            ],
            "i": "micro-behaviors/os/com/invoke::co-uninitialize",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Initialize security descriptor",
            "e": [
              "InitializeSecurityDescriptor"
            ],
            "i": "micro-behaviors/os/security/descriptor::initialize-security-descriptor",
            "l": 2
          },
          {
            "a": "T1071.001",
            "c": 0.8999999761581421,
            "d": "Create WinHTTP HTTP request handle",
            "e": [
              "WinHttpOpenRequest"
            ],
            "i": "micro-behaviors/communications/http/client::winhttp-open-request",
            "l": 3,
            "m": "C0002"
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "Open registry key via import symbol",
            "e": [
              "RegOpenKeyExW"
            ],
            "i": "micro-behaviors/os/registry/access::reg-open-key-ex-w-symbol",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Delete critical section",
            "e": [
              "DeleteCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-delete",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Unload dynamic library",
            "e": [
              "FreeLibrary"
            ],
            "i": "micro-behaviors/os/module/load::free-library",
            "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": 0.8999999761581421,
            "d": "Get console input/output mode",
            "e": [
              "GetConsoleMode"
            ],
            "i": "micro-behaviors/fs/file/operations::get-console-mode",
            "l": 2
          },
          {
            "c": 0.8199999928474426,
            "d": "Query current process command line",
            "e": [
              "GetCommandLineW"
            ],
            "i": "micro-behaviors/process/info/commandline::get-command-line",
            "l": 2
          },
          {
            "d": "COMPUTERNAME environment variable",
            "e": [
              "GetComputerNameW"
            ],
            "i": "micro-behaviors/os/env/vars/system-info::computername-var",
            "l": 2
          },
          {
            "c": 0.75,
            "d": "CreateTimerQueue import (rare, common padding symbol)",
            "e": [
              "CreateTimerQueue"
            ],
            "i": "metadata/binary/anomaly::import-padding-timer-queue",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Encode binary to base64/hex via CryptoAPI",
            "e": [
              "CryptBinaryToStringA"
            ],
            "i": "micro-behaviors/crypto/library::crypt-binary-to-string",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "GetCurrentThread API call",
            "e": [
              "GetCurrentThread"
            ],
            "i": "micro-behaviors/process/info/current::get-current-thread",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 25+ imports",
            "e": [
              "binary.import_count = 196.00"
            ],
            "i": "metadata/binary/metrics::many-imports-25",
            "l": 1
          },
          {
            "d": "Lowercase alphanumeric character set (digits first)",
            "e": [
              "0123456789abcdefghijklmnopqrstuvwxyz"
            ],
            "i": "micro-behaviors/data/encode/charset::lowercase-digits-alphabet",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage retrieval",
            "e": [
              "TlsGetValue"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-get-value",
            "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": "Get file handle type",
            "e": [
              "GetFileType"
            ],
            "i": "micro-behaviors/fs/file/operations::get-file-type",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Release wide environment block",
            "e": [
              "FreeEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::free-environment-strings-wide",
            "l": 2
          },
          {
            "c": 0.8199999928474426,
            "d": "Elevated text section entropy",
            "e": [
              ".text (entropy: 6.63)"
            ],
            "i": "metadata/binary/section/metrics::elevated-text-entropy-section",
            "l": 1
          },
          {
            "c": 0.8500000238418579,
            "d": "Release semaphore count",
            "e": [
              "ReleaseSemaphore"
            ],
            "i": "micro-behaviors/process/sync/semaphore::release-semaphore",
            "l": 2,
            "m": "C0042"
          },
          {
            "a": "T1082",
            "c": 0.8999999761581421,
            "d": "Query Windows version info",
            "e": [
              "GetVersionExW"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::get-version-ex",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.8799999952316284,
            "d": "Large PE imports over 120",
            "e": [
              "binary.import_count = 196.00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics::import-count-over-120",
            "l": 1,
            "m": "B0032"
          },
          {
            "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": "File is a compiled binary",
            "e": [
              "binary.file_size = 548112.00"
            ],
            "i": "metadata/binary/framework::is-binary",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Hash data using crypto provider",
            "e": [
              "CryptHashData"
            ],
            "i": "micro-behaviors/crypto/library::crypt-hash-data",
            "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": "Get tick count",
            "e": [
              "GetTickCount"
            ],
            "i": "micro-behaviors/time/query::get-tick-count",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage allocation",
            "e": [
              "TlsAlloc"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-alloc",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Query file attributes or existence",
            "e": [
              "GetFileAttributesW"
            ],
            "i": "micro-behaviors/fs/path/check::get-file-attributes",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Tiny writable data section",
            "e": [
              ".data (size: 11264)"
            ],
            "i": "metadata/binary/section/metrics::tiny-data-section",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "CreateTimerQueueTimer symbol",
            "e": [
              "CreateTimerQueueTimer"
            ],
            "i": "micro-behaviors/time/schedule/callback::create-timer-queue-timer-sym",
            "l": 2
          },
          {
            "a": "T1070.006",
            "c": 0.699999988079071,
            "d": "PE header compile timestamp predates 2025",
            "e": [
              "pe.timestamp = 1433677334.00"
            ],
            "i": "objectives/evasion/indicator-removal/timestamps::header-timestamp-pre-2025",
            "l": 1
          },
          {
            "c": 0.8500000238418579,
            "d": "Unicode string locale mapping",
            "e": [
              "LCMapStringW"
            ],
            "i": "micro-behaviors/os/env/access::lcmap-string-w",
            "l": 2
          },
          {
            "a": "T1112",
            "c": 0.8500000238418579,
            "d": "Create registry key via WinAPI",
            "e": [
              "RegCreateKeyExW"
            ],
            "i": "micro-behaviors/os/registry/access::reg-create-key-ex-w",
            "l": 2
          },
          {
            "c": 0.9800000190734863,
            "d": "DarkGate embedded C2 endpoint 12.114.130.55:45834",
            "e": [
              "12.114.130.55:45834"
            ],
            "i": "well-known/malware/trojan/darkgate::c2-ip-45834",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Get system error code",
            "e": [
              "GetLastError"
            ],
            "i": "micro-behaviors/os/exception/error-handling::get-last-error",
            "l": 2
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "Query registry value via import symbol",
            "e": [
              "RegQueryValueExW"
            ],
            "i": "micro-behaviors/os/registry/access::reg-query-value-ex-w-symbol",
            "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
          },
          {
            "d": "Embedded gzip compressed data",
            "e": [
              "1F 8B 08"
            ],
            "i": "micro-behaviors/data/embedded/payload::gzip-magic",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "WinExec hidden-window flag immediate",
            "e": [
              "5c b0 45 00",
              "00 b3 45 00",
              "fc b0 45 00"
            ],
            "i": "micro-behaviors/process/create/flags::winexec-sw-hide-immediate",
            "l": 1
          },
          {
            "c": 0.8500000238418579,
            "d": "Query window station object info",
            "e": [
              "GetUserObjectInformationW"
            ],
            "i": "micro-behaviors/ui/window/station::get-user-object-information",
            "l": 2
          },
          {
            "a": "T1071.001",
            "c": 0.800000011920929,
            "d": "Close WinHTTP handle object",
            "e": [
              "WinHttpCloseHandle"
            ],
            "i": "micro-behaviors/communications/http/client::winhttp-close-handle",
            "l": 3,
            "m": "C0002"
          },
          {
            "c": 0.8199999928474426,
            "d": "Set COM proxy security",
            "e": [
              "CoSetProxyBlanket"
            ],
            "i": "micro-behaviors/os/com/invoke::co-set-proxy-blanket",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE standard runtime section",
            "e": [
              ".rdata",
              ".reloc"
            ],
            "i": "metadata/binary/section/names::pe-runtime-standard-section",
            "l": 1
          },
          {
            "a": "T1053.005",
            "c": 0.8999999761581421,
            "d": "Task Scheduler builder methods",
            "e": [
              "Connect",
              "GetFolder",
              "Connect"
            ],
            "i": "objectives/persistence/login/scheduled-task::task-scheduler-builder-methods",
            "l": 1,
            "m": "F0012"
          },
          {
            "a": "T1027.003",
            "c": 0.7799999713897705,
            "d": ".NET resource manager reference",
            "e": [
              ".?AVResourceManager@details@Concurrency@@",
              ".?AUIResourceManager@Concurrency@@"
            ],
            "i": "micro-behaviors/data/embedded/payload::dotnet-resource-manager-token",
            "l": 1,
            "m": "F0001.006"
          },
          {
            "c": 1.0,
            "d": "Binary has 20+ imports",
            "e": [
              "binary.import_count = 196.00"
            ],
            "i": "metadata/binary/metrics::many-imports-20",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Duplicate object handle",
            "e": [
              "DuplicateHandle"
            ],
            "i": "micro-behaviors/communications/ipc/pipe::duplicate-handle",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.699999988079071,
            "d": "Code section dominates file layout",
            "e": [
              "binary.largest_section_ratio = 0.67"
            ],
            "i": "objectives/anti-static/obfuscation/string/anomaly::dominant-text-section",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.8399999737739563,
            "d": "Read wide environment block",
            "e": [
              "GetEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::get-environment-strings-wide",
            "l": 2
          },
          {
            "c": 0.7799999713897705,
            "d": "Get module handle Unicode",
            "e": [
              "GetModuleHandleW"
            ],
            "i": "micro-behaviors/os/module/load::get-module-handle-wide",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "LoadLibrary symbol",
            "e": [
              "LoadLibraryW"
            ],
            "i": "objectives/anti-static/obfuscation/reflection/class::loadlibrary-sym",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Release cryptographic context",
            "e": [
              "CryptReleaseContext"
            ],
            "i": "micro-behaviors/crypto/library::crypt-release-context",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "DeleteTimerQueueTimer symbol",
            "e": [
              "DeleteTimerQueueTimer"
            ],
            "i": "micro-behaviors/time/schedule/callback::delete-timer-queue-timer-sym",
            "l": 2
          },
          {
            "c": 0.9200000166893005,
            "d": "Registry write API text references",
            "e": [
              "RegSetValueExW"
            ],
            "i": "objectives/command-and-control/dropper/staging::registry-write-text",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Query timezone configuration",
            "e": [
              "GetTimeZoneInformation"
            ],
            "i": "micro-behaviors/time/query::get-timezone-information",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "ProductVersion field marker",
            "e": [
              "ProductVersion"
            ],
            "i": "well-known/malware/worm/ludbaruma::productversion-field",
            "l": 1
          },
          {
            "a": "T1071.001",
            "c": 0.8799999952316284,
            "d": "Query WinHTTP response headers",
            "e": [
              "WinHttpQueryHeaders"
            ],
            "i": "micro-behaviors/communications/http/client::winhttp-query-headers",
            "l": 3,
            "m": "C0002"
          },
          {
            "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": "Read data from file handle",
            "e": [
              "ReadFile"
            ],
            "i": "micro-behaviors/fs/file/read::read-file",
            "l": 2
          },
          {
            "a": "T1071",
            "c": 0.8999999761581421,
            "d": "OLE automation DLL import",
            "e": [
              "OLEAUT32.dll"
            ],
            "i": "objectives/command-and-control/backdoor/binary::oleaut32-import-reference",
            "l": 1,
            "m": "B0025"
          },
          {
            "c": 0.8999999761581421,
            "d": "PE mapped image under 768 KiB",
            "e": [
              "pe.size_of_image = 569344.00"
            ],
            "i": "metadata/binary/layout::image-under-768kb",
            "l": 1
          },
          {
            "c": 0.7799999713897705,
            "d": "Combine filesystem paths via Shlwapi",
            "e": [
              "PathCombineW"
            ],
            "i": "micro-behaviors/fs/path/construct::path-combine",
            "l": 2
          },
          {
            "a": "T1622",
            "c": 0.8199999928474426,
            "d": "OutputDebugString anti-debug API",
            "e": [
              "OutputDebugStringW"
            ],
            "i": "objectives/anti-analysis/debugger-detect/check::output-debug-string",
            "l": 1,
            "m": "B0001"
          },
          {
            "c": 0.800000011920929,
            "d": "CorExitProcess CLR termination reference",
            "e": [
              "CorExitProcess"
            ],
            "i": "micro-behaviors/process/inject/runtime::corexitprocess-string",
            "l": 3
          },
          {
            "c": 1.0,
            "d": "Binary has 50+ imports",
            "e": [
              "binary.import_count = 196.00"
            ],
            "i": "metadata/binary/metrics::many-imports-50",
            "l": 1
          },
          {
            "c": 0.8799999952316284,
            "d": "ATL module RTTI markers",
            "e": [
              "CAtlException@ATL@@"
            ],
            "i": "metadata/binary/framework::atl-module-rtti",
            "l": 2
          },
          {
            "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
          },
          {
            "a": "T1071.001",
            "c": 0.8999999761581421,
            "d": "Initialize WinHTTP session",
            "e": [
              "WinHttpOpen"
            ],
            "i": "micro-behaviors/communications/http/client::winhttp-open",
            "l": 3,
            "m": "C0002"
          },
          {
            "c": 0.6600000262260437,
            "d": "Create directories (Windows API Unicode)",
            "e": [
              "CreateDirectoryW"
            ],
            "i": "micro-behaviors/fs/directory/mkdir::create-directory-w",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "OpenProcess/NtOpenProcess symbol",
            "e": [
              "OpenProcess"
            ],
            "i": "objectives/evasion/fileless/memory::open-process-sym",
            "l": 1
          },
          {
            "c": 0.8799999952316284,
            "d": "User-object API string",
            "e": [
              "GetUserObjectInformationW"
            ],
            "i": "well-known/malware/worm/mabezat::xor-getuserobjectinformationw",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Exit current process",
            "e": [
              "ExitProcess"
            ],
            "i": "micro-behaviors/process/terminate/kill::exit-process",
            "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
          },
          {
            "a": "T1027.009",
            "c": 0.800000011920929,
            "d": "Size PE resource payload",
            "e": [
              "SizeofResource"
            ],
            "i": "micro-behaviors/data/embedded/payload::sizeof-resource",
            "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": 0.699999988079071,
            "d": "PE FileVersion metadata field",
            "e": [
              "FileVersion"
            ],
            "i": "metadata/package/versioning::pe-fileversion-field",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 100+ imports",
            "e": [
              "binary.import_count = 196.00"
            ],
            "i": "metadata/binary/metrics::many-imports-100",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 50+ functions",
            "e": [
              "binary.function_count = 1722.00"
            ],
            "i": "metadata/binary/metrics::many-functions-50",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has low average string entropy",
            "e": [
              "binary.avg_string_entropy = 3.51"
            ],
            "i": "metadata/binary/metrics::avg-string-entropy-4-max",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Suppress error dialogs",
            "e": [
              "SetErrorMode"
            ],
            "i": "micro-behaviors/os/exception/error-handling::set-error-mode",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Enter critical section",
            "e": [
              "EnterCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-enter",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Set file position extended",
            "e": [
              "SetFilePointerEx"
            ],
            "i": "micro-behaviors/fs/file/operations::set-file-pointer-ex",
            "l": 2
          },
          {
            "a": "T1027.009",
            "c": 0.800000011920929,
            "d": "Access PE resource data pointer",
            "e": [
              "LockResource"
            ],
            "i": "micro-behaviors/data/embedded/payload::lock-resource",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE ProductVersion metadata field",
            "e": [
              "ProductVersion"
            ],
            "i": "metadata/package/versioning::pe-productversion-field",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Check file existence via SHLWAPI",
            "e": [
              "PathFileExistsW"
            ],
            "i": "micro-behaviors/fs/path/check::path-file-exists",
            "l": 2
          },
          {
            "a": "T1053.005",
            "c": 0.8799999952316284,
            "d": "Task action principal properties",
            "e": [
              "Path",
              "Path",
              "Path",
              "Path",
              "Path"
            ],
            "i": "objectives/persistence/login/scheduled-task::task-action-principal-properties",
            "l": 1,
            "m": "F0012"
          },
          {
            "c": 0.6000000238418579,
            "d": "References to worker pools",
            "e": [
              "Threadpool",
              "Threadpool",
              "Threadpool",
              "Threadpool",
              "Threadpool",
              "Threadpool",
              "Threadpool"
            ],
            "i": "micro-behaviors/process/create/workers::worker-pool",
            "l": 2
          },
          {
            "a": "T1027.009",
            "c": 0.800000011920929,
            "d": "Locate PE resource entry",
            "e": [
              "FindResourceW"
            ],
            "i": "micro-behaviors/data/embedded/payload::find-resource-w",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "GetModuleFileName API call",
            "e": [
              "GetModuleFileNameW"
            ],
            "i": "micro-behaviors/process/info/current::get-module-filename",
            "l": 2
          },
          {
            "a": "T1082",
            "c": 0.8799999952316284,
            "d": "Query locale information",
            "e": [
              "GetLocaleInfoW"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::get-locale-info",
            "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
          },
          {
            "a": "T1071",
            "c": 1.0,
            "d": "oleaut32 ordinal 2",
            "e": [
              "ORDINAL 2"
            ],
            "i": "objectives/command-and-control/backdoor/binary::oleaut-ordinal-2",
            "l": 1,
            "m": "B0025"
          },
          {
            "c": 1.0,
            "d": "Binary has 1000 or more strings",
            "e": [
              "binary.string_count = 1184.00"
            ],
            "i": "metadata/binary/metrics::string-count-1000-plus",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage assignment",
            "e": [
              "TlsSetValue"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-set-value",
            "l": 2
          },
          {
            "a": "T1587.001",
            "c": 0.8999999761581421,
            "d": "Allocate virtual memory",
            "e": [
              "VirtualAlloc"
            ],
            "i": "micro-behaviors/mem/protect/modify::virtual-alloc",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get process startup information",
            "e": [
              "GetStartupInfoW"
            ],
            "i": "micro-behaviors/os/sysinfo/process::get-startup-info",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Pointer value encoding",
            "e": [
              "EncodePointer"
            ],
            "i": "micro-behaviors/os/syscall/invoke::encode-pointer",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Get process heap handle",
            "e": [
              "GetProcessHeap"
            ],
            "i": "micro-behaviors/mem/alloc/heap::get-process-heap",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "Process termination via TerminateProcess",
            "e": [
              "TerminateProcess"
            ],
            "i": "micro-behaviors/process/terminate/kill::terminate-process",
            "l": 2,
            "m": "B0033"
          },
          {
            "c": 0.8799999952316284,
            "d": "Import encrypted key material",
            "e": [
              "CryptImportKey"
            ],
            "i": "micro-behaviors/crypto/library::crypt-import-key",
            "l": 2
          },
          {
            "a": "T1129",
            "c": 0.949999988079071,
            "d": "Create thread in current process",
            "e": [
              "CreateThread"
            ],
            "i": "micro-behaviors/process/thread/create::create-thread",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Atomically flush thread-safe list",
            "e": [
              "InterlockedFlushSList"
            ],
            "i": "micro-behaviors/mem/sync/mutex::interlocked-flush-slist",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Uses named pipe IPC APIs",
            "e": [
              "CreateNamedPipeW",
              "ConnectNamedPipe",
              "WaitNamedPipeW"
            ],
            "i": "micro-behaviors/communications/ipc/named-pipe::named-pipe-api-usage",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Decrypt buffer with CryptoAPI",
            "e": [
              "CryptDecrypt"
            ],
            "i": "micro-behaviors/crypto/library::crypt-decrypt",
            "l": 2
          },
          {
            "a": "T1082",
            "c": 0.8399999737739563,
            "d": "Enumerate installed system locales",
            "e": [
              "EnumSystemLocalesEx",
              "EnumSystemLocalesW"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::enum-system-locales",
            "l": 2
          },
          {
            "a": "T1620",
            "c": 0.8999999761581421,
            "d": "VirtualProtect loader API string",
            "e": [
              "VirtualProtect"
            ],
            "i": "objectives/command-and-control/dropper/execution/loader::dark-eye-virtualprotect-string",
            "l": 1,
            "m": "B0030"
          },
          {
            "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
          },
          {
            "a": "T1082",
            "c": 0.8999999761581421,
            "d": "Query computer/host name",
            "e": [
              "GetComputerNameW"
            ],
            "i": "micro-behaviors/os/sysinfo/hostname::get-computer-name",
            "l": 2
          },
          {
            "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": "Get standard I/O handle",
            "e": [
              "GetStdHandle"
            ],
            "i": "micro-behaviors/fs/file/operations::get-std-handle",
            "l": 2
          },
          {
            "a": "T1106",
            "c": 0.949999988079071,
            "d": "Open process handle",
            "e": [
              "OpenProcess"
            ],
            "i": "micro-behaviors/process/create/spawn::open-process",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE resource section",
            "e": [
              ".rsrc"
            ],
            "i": "metadata/binary/section/names::pe-resource-section",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Get environment strings",
            "e": [
              "GetEnvironmentStringsW",
              "FreeEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::get-environment-strings",
            "l": 2
          },
          {
            "c": 0.9800000190734863,
            "d": "DarkGate embedded C2 endpoint 168.227.253.142:38056",
            "e": [
              "168.227.253.142:38056"
            ],
            "i": "well-known/malware/trojan/darkgate::c2-ip-38056",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "PE has low overall entropy",
            "e": [
              "binary.overall_entropy = 5.34"
            ],
            "i": "metadata/binary/layout::low-overall-entropy",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Flush file buffer to disk",
            "e": [
              "FlushFileBuffers"
            ],
            "i": "micro-behaviors/fs/file/operations::flush-file-buffers",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 3+ functions",
            "e": [
              "binary.function_count = 1722.00"
            ],
            "i": "metadata/binary/metrics::few-functions-3",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 40+ imports",
            "e": [
              "binary.import_count = 196.00"
            ],
            "i": "metadata/binary/metrics::many-imports-40",
            "l": 1
          },
          {
            "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"
          },
          {
            "a": "T1071",
            "c": 1.0,
            "d": "oleaut32 ordinal 150",
            "e": [
              "ORDINAL 150"
            ],
            "i": "objectives/command-and-control/backdoor/binary::oleaut-ordinal-150",
            "l": 1,
            "m": "B0025"
          },
          {
            "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"
          },
          {
            "a": "T1027.007",
            "c": 0.699999988079071,
            "d": "PE header access via e_lfanew offset",
            "e": [
              "49",
              "48",
              "48",
              "46",
              "49",
              "49"
            ],
            "i": "objectives/anti-static/obfuscation/imports::pe-header-walk",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "c": 0.949999988079071,
            "d": "Binary imports ADVAPI32.dll",
            "e": [
              "WAdvapi32.dll",
              "ADVAPI32.dll",
              "Dadvapi32.dll"
            ],
            "i": "metadata/binary/symbols::imports-advapi32-dll",
            "l": 1
          },
          {
            "c": 0.8500000238418579,
            "d": "Query current module path",
            "e": [
              "GetModuleFileNameW"
            ],
            "i": "micro-behaviors/fs/path/check::get-module-filename",
            "l": 2
          },
          {
            "a": "T1112",
            "c": 0.8500000238418579,
            "d": "Set registry value via WinAPI",
            "e": [
              "RegSetValueExW"
            ],
            "i": "micro-behaviors/os/registry/access::reg-set-value-ex-w",
            "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": "Exit thread execution",
            "e": [
              "ExitThread"
            ],
            "i": "micro-behaviors/process/thread/create::exit-thread",
            "l": 2
          },
          {
            "c": 0.7799999713897705,
            "d": "Append child path via Shlwapi",
            "e": [
              "PathAppendW"
            ],
            "i": "micro-behaviors/fs/path/construct::path-append",
            "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": 0.800000011920929,
            "d": "High number of imported symbols (\u003e80)",
            "e": [
              "binary.import_count = 196.00"
            ],
            "i": "metadata/binary/metrics::many-imports",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Raise structured exception",
            "e": [
              "RaiseException"
            ],
            "i": "micro-behaviors/os/exception/raise::raise-exception",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Write data to file handle",
            "e": [
              "WriteFile"
            ],
            "i": "micro-behaviors/fs/file/write::write-file",
            "l": 2
          },
          {
            "a": "T1071.001",
            "c": 0.8999999761581421,
            "d": "Receive WinHTTP server response",
            "e": [
              "WinHttpReceiveResponse"
            ],
            "i": "micro-behaviors/communications/http/client::winhttp-receive-response",
            "l": 3,
            "m": "C0002"
          },
          {
            "c": 1.0,
            "d": "Binary has 30+ imports",
            "e": [
              "binary.import_count = 196.00"
            ],
            "i": "metadata/binary/metrics::many-imports-30",
            "l": 1
          },
          {
            "a": "T1027.009",
            "c": 0.800000011920929,
            "d": "Load PE resource payload",
            "e": [
              "LoadResource"
            ],
            "i": "micro-behaviors/data/embedded/payload::load-resource",
            "l": 2
          },
          {
            "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": "DarkGate C2 record with embedded key anchor",
            "e": [
              "8bunz8"
            ],
            "i": "well-known/malware/trojan/darkgate::c2-record-key-anchor",
            "l": 1
          },
          {
            "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": "Get process exit code",
            "e": [
              "GetExitCodeProcess"
            ],
            "i": "micro-behaviors/process/create/spawn::get-exit-code-process",
            "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": "CreateNamedPipe API symbol",
            "e": [
              "CreateNamedPipeW"
            ],
            "i": "objectives/privilege-escalation/hijack-execution-flow/named-pipe::create-named-pipe-symbol",
            "l": 1
          },
          {
            "a": "T1071.001",
            "c": 0.8500000238418579,
            "d": "Read WinHTTP response body",
            "e": [
              "WinHttpReadData"
            ],
            "i": "micro-behaviors/communications/http/client::winhttp-read-data",
            "l": 3,
            "m": "C0002"
          },
          {
            "d": ".dll extension reference",
            "e": [
              ".dll",
              ".dll",
              ".dll",
              ".dll",
              ".dll",
              ".dll",
              ".dll",
              ".dll",
              ".dll",
              ".dll",
              ".dll",
              ".dll",
              ".dll",
              ".dll"
            ],
            "i": "micro-behaviors/fs/path/extension::dll-dup",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Close registry key",
            "e": [
              "RegCloseKey"
            ],
            "i": "micro-behaviors/os/registry/manipulate::reg-close-key",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Initialize thread-safe list header",
            "e": [
              "InitializeSListHead"
            ],
            "i": "micro-behaviors/mem/sync/mutex::initialize-slist-head",
            "l": 2
          },
          {
            "c": 0.6000000238418579,
            "d": "Copyright notice",
            "e": [
              "Copyright"
            ],
            "i": "metadata/package/license::copyright-word",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Create named event object",
            "e": [
              "CreateEventW"
            ],
            "i": "micro-behaviors/process/sync/event::create-event",
            "l": 2,
            "m": "C0039"
          },
          {
            "c": 1.0,
            "d": "Binary has low average complexity",
            "e": [
              "binary.avg_complexity = 7.48"
            ],
            "i": "metadata/binary/metrics::avg-complexity-15-max",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Raise thread execution priority",
            "e": [
              "SetThreadPriority"
            ],
            "i": "micro-behaviors/process/thread/priority::set-thread-priority",
            "l": 2
          },
          {
            "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": "Resolve special folder path via Shell32",
            "e": [
              "SHGetFolderPathW"
            ],
            "i": "micro-behaviors/fs/shell-ops/commands::shell-get-folder-path",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Atomically pop entry from thread-safe list",
            "e": [
              "InterlockedPopEntrySList"
            ],
            "i": "micro-behaviors/mem/sync/mutex::interlocked-pop-entry-slist",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Set event object state",
            "e": [
              "SetEvent"
            ],
            "i": "micro-behaviors/process/sync/event::set-event",
            "l": 2,
            "m": "C0039"
          },
          {
            "c": 1.0,
            "d": "Binary is 500KB+",
            "e": [
              "binary.file_size = 548112.00"
            ],
            "i": "metadata/binary/metrics::large-binary-500k",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Encrypt buffer with CryptoAPI",
            "e": [
              "CryptEncrypt"
            ],
            "i": "micro-behaviors/crypto/library::crypt-encrypt",
            "l": 2
          },
          {
            "a": "T1027.009",
            "c": 0.8500000238418579,
            "d": "Locate PE resource entry with language",
            "e": [
              "FindResourceExW"
            ],
            "i": "micro-behaviors/data/embedded/payload::find-resource-ex-w",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory allocation",
            "e": [
              "HeapAlloc"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-alloc",
            "l": 2
          },
          {
            "a": "T1071.001",
            "c": 0.8500000238418579,
            "d": "Query WinHTTP buffered response bytes",
            "e": [
              "WinHttpQueryDataAvailable"
            ],
            "i": "micro-behaviors/communications/http/client::winhttp-query-data-available",
            "l": 3,
            "m": "C0002"
          },
          {
            "c": 0.8500000238418579,
            "d": "Wait on multiple object handles",
            "e": [
              "WaitForMultipleObjects"
            ],
            "i": "micro-behaviors/process/sync/semaphore::wait-for-multiple-objects",
            "l": 2,
            "m": "C0042"
          },
          {
            "c": 0.949999988079071,
            "d": "Case-mangled GetUserObjectInformation token",
            "e": [
              "GetUserObjectInform"
            ],
            "i": "well-known/malware/ransomware/stop_djvu::case-mangled-getuserobjectinformation",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "PE .reloc section presence",
            "e": [
              ".reloc"
            ],
            "i": "metadata/binary/section/names::reloc-section-presence",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Dynamic API resolution str Bkernel32",
            "e": [
              "Bkernel32.dll"
            ],
            "i": "objectives/anti-static/obfuscation/imports::bkernel32-dll",
            "l": 4
          },
          {
            "c": 0.8999999761581421,
            "d": "CreateMutex API call",
            "e": [
              "CreateMutexW"
            ],
            "i": "micro-behaviors/process/sync/mutex::create-mutex",
            "l": 2,
            "m": "C0042"
          },
          {
            "a": "T1071.001",
            "c": 0.8999999761581421,
            "d": "Send WinHTTP request to server",
            "e": [
              "WinHttpSendRequest"
            ],
            "i": "micro-behaviors/communications/http/client::winhttp-send-request",
            "l": 3,
            "m": "C0002"
          },
          {
            "c": 0.8999999761581421,
            "d": "Create semaphore object",
            "e": [
              "CreateSemaphoreW"
            ],
            "i": "micro-behaviors/process/sync/semaphore::create-semaphore",
            "l": 2,
            "m": "C0042"
          },
          {
            "c": 0.800000011920929,
            "d": "Multiple embedded MZ headers",
            "e": [
              "4D 5A",
              "4D 5A",
              "4D 5A",
              "4D 5A",
              "4D 5A",
              "4D 5A",
              "4D 5A"
            ],
            "i": "metadata/binary/layout::multiple-pe-embedded-loose",
            "l": 1
          },
          {
            "c": 0.8399999737739563,
            "d": "Initialize COM security context",
            "e": [
              "CoInitializeSecurity"
            ],
            "i": "micro-behaviors/os/com/invoke::co-initialize-security",
            "l": 3
          },
          {
            "c": 0.800000011920929,
            "d": "Reset event object state",
            "e": [
              "ResetEvent"
            ],
            "i": "micro-behaviors/process/sync/event::reset-event",
            "l": 2,
            "m": "C0039"
          },
          {
            "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": "Create cryptographic hash object",
            "e": [
              "CryptCreateHash"
            ],
            "i": "micro-behaviors/crypto/library::crypt-create-hash",
            "l": 2
          },
          {
            "d": "overflow keyword",
            "e": [
              "_DebugMallocator\u003cT\u003e::allocate() - Integer overflow."
            ],
            "i": "micro-behaviors/data/text/keywords::overflow",
            "l": 1
          },
          {
            "c": 0.8399999737739563,
            "d": "High PE import count",
            "e": [
              "binary.import_count = 196.00"
            ],
            "i": "metadata/binary/section/metrics::high-import-count-pe",
            "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": "Set security descriptor DACL",
            "e": [
              "SetSecurityDescriptorDacl"
            ],
            "i": "micro-behaviors/os/security/descriptor::set-security-descriptor-dacl",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Resolve account name to SID",
            "e": [
              "LookupAccountNameW"
            ],
            "i": "micro-behaviors/os/user/lookup::lookup-account-name",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "FileVersion field marker",
            "e": [
              "FileVersion"
            ],
            "i": "well-known/malware/worm/ludbaruma::fileversion-field",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Initialize COM apartment model",
            "e": [
              "CoInitializeEx"
            ],
            "i": "micro-behaviors/os/com/invoke::co-initialize-ex",
            "l": 2
          },
          {
            "c": 0.8399999737739563,
            "d": "asInvoker execution manifest in resources",
            "e": [
              "\u003crequestedExecutionLevel level='asInvoker' uiAccess='false' /\u003e"
            ],
            "i": "metadata/binary/resource::asinvoker-resource-manifest",
            "l": 2
          },
          {
            "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"
          },
          {
            "c": 0.800000011920929,
            "d": "Convert SID to string representation",
            "e": [
              "ConvertSidToStringSidW"
            ],
            "i": "micro-behaviors/os/group/lookup::convert-sid-to-string",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Transacted registry API name",
            "e": [
              "RegCreateKeyTransactedW",
              "RegOpenKeyTransactedW"
            ],
            "i": "well-known/malware/trojan/elex::transacted-registry-api-name",
            "l": 1
          },
          {
            "c": 0.8399999737739563,
            "d": "High basic block count in sparse binary",
            "e": [
              "binary.total_basic_blocks = 19970.00"
            ],
            "i": "metadata/binary/metrics::dense-basic-blocks",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Windows file creation/open API",
            "e": [
              "CreateFileW"
            ],
            "i": "micro-behaviors/fs/file/open::file-create-win",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Wait for process/object",
            "e": [
              "WaitForSingleObject"
            ],
            "i": "micro-behaviors/process/create/spawn::wait-for-single-object",
            "l": 2
          },
          {
            "a": "T1486",
            "c": 0.8999999761581421,
            "d": "Acquire cryptographic service provider context",
            "e": [
              "CryptAcquireContextW"
            ],
            "i": "micro-behaviors/crypto/library::crypt-acquire-context",
            "l": 2,
            "m": "C0027"
          },
          {
            "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": "Heap memory deallocation",
            "e": [
              "HeapFree"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-free",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "ws2_32 ordinal 9 (htons)",
            "e": [
              "ORDINAL 9"
            ],
            "i": "micro-behaviors/communications/socket/init::ws2-32-ordinal-9",
            "l": 1
          },
          {
            "a": "T1071.001",
            "c": 0.8999999761581421,
            "d": "Connect WinHTTP to remote host",
            "e": [
              "WinHttpConnect"
            ],
            "i": "micro-behaviors/communications/http/client::winhttp-connect",
            "l": 3,
            "m": "C0002"
          },
          {
            "c": 0.8999999761581421,
            "d": "Local memory deallocation",
            "e": [
              "LocalFree"
            ],
            "i": "micro-behaviors/mem/alloc/heap::local-free",
            "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 = 3584.00"
            ],
            "i": "metadata/package/versioning::pe-small-rsrc",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "VirtualProtect symbol",
            "e": [
              "VirtualProtect"
            ],
            "i": "objectives/anti-static/obfuscation/reflection/class::virtualprotect-sym",
            "l": 1
          },
          {
            "a": "T1222.001",
            "c": 0.949999988079071,
            "d": "Modify memory page protection",
            "e": [
              "VirtualProtect"
            ],
            "i": "micro-behaviors/mem/protect/modify::virtual-protect",
            "l": 2,
            "m": "C0021"
          },
          {
            "c": 0.699999988079071,
            "d": "Delay execution",
            "e": [
              "Sleep"
            ],
            "i": "micro-behaviors/time/timing/delay::sleep-dup",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Decode base64/hex string via CryptoAPI",
            "e": [
              "CryptStringToBinaryA"
            ],
            "i": "micro-behaviors/crypto/library::crypt-string-to-binary",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "Get current process handle",
            "e": [
              "GetCurrentProcess"
            ],
            "i": "micro-behaviors/os/module/load::get-current-process",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Binary has many functions (\u003e30)",
            "e": [
              "binary.function_count = 1722.00"
            ],
            "i": "metadata/binary/metrics::many-functions",
            "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": 0.8999999761581421,
            "d": "Free virtual memory",
            "e": [
              "VirtualFree"
            ],
            "i": "micro-behaviors/mem/protect/modify::virtual-free",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Set standard I/O handle",
            "e": [
              "SetStdHandle"
            ],
            "i": "micro-behaviors/fs/file/operations::set-std-handle",
            "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": 0.8999999761581421,
            "d": "Truncate file via SetEndOfFile",
            "e": [
              "SetEndOfFile"
            ],
            "i": "micro-behaviors/fs/file/truncate::set-end-of-file-win",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Padodor COM instance string",
            "e": [
              "CoCreateInstance"
            ],
            "i": "well-known/malware/trojan/shellobject/padodor::padodor-cocreateinstance-string",
            "l": 1
          },
          {
            "c": 0.7200000286102295,
            "d": "Short uppercase mutex token",
            "e": [
              "OHSSVSSW"
            ],
            "i": "micro-behaviors/process/sync/mutex::short-uppercase-token",
            "l": 1,
            "m": "C0042"
          },
          {
            "a": "T1559",
            "c": 0.699999988079071,
            "d": "Wait for named pipe server",
            "e": [
              "WaitNamedPipeW"
            ],
            "i": "micro-behaviors/communications/ipc/named-pipe::wait-named-pipe",
            "l": 3
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage deallocation",
            "e": [
              "TlsFree"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-free",
            "l": 2
          },
          {
            "c": 0.8199999928474426,
            "d": "Get extended module handle",
            "e": [
              "GetModuleHandleExW"
            ],
            "i": "micro-behaviors/os/module/load::get-module-handle-ex",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "ReleaseMutex API call",
            "e": [
              "ReleaseMutex"
            ],
            "i": "micro-behaviors/process/sync/mutex::release-mutex",
            "l": 2,
            "m": "C0042"
          },
          {
            "c": 0.699999988079071,
            "d": "PE has many readable strings",
            "e": [
              "binary.string_count = 1184.00"
            ],
            "i": "metadata/binary/layout::many-readable-strings",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Close handle",
            "e": [
              "CloseHandle"
            ],
            "i": "micro-behaviors/process/create/spawn::close-handle-dup",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Initialize critical section",
            "e": [
              "InitializeCriticalSectionAndSpinCount"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-init",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "PE version resource structure",
            "e": [
              "VS_VERSION_INFO"
            ],
            "i": "metadata/package/versioning::pe-version-resource",
            "l": 2
          },
          {
            "c": 0.8399999737739563,
            "d": "Enumerate installed locales",
            "e": [
              "EnumSystemLocalesW"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::enum-system-locales-import",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Get module handle ANSI",
            "e": [
              "GetModuleHandleA"
            ],
            "i": "micro-behaviors/os/module/load::get-module-handle-ansi",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Atomically push entry to thread-safe list",
            "e": [
              "InterlockedPushEntrySList"
            ],
            "i": "micro-behaviors/mem/sync/mutex::interlocked-push-entry-slist",
            "l": 2
          },
          {
            "a": "T1027.007",
            "c": 0.699999988079071,
            "d": "FNV-1a 32-bit prime constant (0x01000193)",
            "e": [
              "93 01 00 01"
            ],
            "i": "objectives/anti-static/obfuscation/imports::fnv1a-prime-32bit-literal",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "c": 0.8999999761581421,
            "d": "Resolve exports with GetProcAddress",
            "e": [
              "GetProcAddress"
            ],
            "i": "micro-behaviors/os/module/load::get-proc-address-import",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 1.0,
            "d": "Binary has 1000 or more functions",
            "e": [
              "binary.function_count = 1722.00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics::function-count-1000-plus",
            "l": 1,
            "m": "B0032"
          },
          {
            "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.function_count = 1722.00"
            ],
            "i": "metadata/binary/metrics::high-function-count-200",
            "l": 2
          },
          {
            "a": "T1559",
            "c": 0.6499999761581421,
            "d": "ConnectNamedPipe API call",
            "e": [
              "ConnectNamedPipe"
            ],
            "i": "micro-behaviors/communications/ipc/named-pipe::connect-named-pipe",
            "l": 3
          },
          {
            "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
          },
          {
            "a": "T1087",
            "c": 0.8500000238418579,
            "d": "Convert SID to string form",
            "e": [
              "ConvertSidToStringSidW"
            ],
            "i": "objectives/discovery/account/lookup::sid-string-conversion",
            "l": 3
          },
          {
            "a": "T1027",
            "c": 0.800000011920929,
            "d": "Few PE resource entries (no DIALOG/MENU/STRINGTABLE)",
            "e": [
              "pe.resource_count = 3.00"
            ],
            "i": "objectives/evasion/anti-av/heuristic::minimal-pe-resources",
            "l": 1
          },
          {
            "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"
          },
          {
            "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": "Derive symmetric key from hash",
            "e": [
              "CryptDeriveKey"
            ],
            "i": "micro-behaviors/crypto/library::crypt-derive-key",
            "l": 3
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "Transacted registry open API lookup",
            "e": [
              "RegOpenKeyTransactedW"
            ],
            "i": "micro-behaviors/os/registry/access::reg-open-key-transacted-name",
            "l": 3
          },
          {
            "c": 0.8500000238418579,
            "d": "Query process CPU affinity",
            "e": [
              "GetProcessAffinityMask"
            ],
            "i": "micro-behaviors/process/control/affinity::get-process-affinity-mask",
            "l": 2
          },
          {
            "a": "T1489",
            "c": 0.699999988079071,
            "d": "Versioned service stop context",
            "e": [
              "VS_VERSION_INFO"
            ],
            "i": "objectives/impact/services/stop::versioned-service-stop-context",
            "l": 1
          },
          {
            "c": 0.8500000238418579,
            "d": "Repeated GetTickCount with small-constant comparisons",
            "e": [
              "8c b1 45 00",
              "00 b1 45 00",
              "a4 b0 45 00",
              "8c b1 45 00",
              "7c b0 45 00",
              "20 b2 45 00",
              "8c b1 45 00",
              "8c b1 45 00",
              "8c b1 45 00",
              "8c b1 45 00",
              "8c b1 45 00",
              "8c b1 45 00"
            ],
            "i": "objectives/anti-static/obfuscation/instruction/junk::gettickcount-junk-branches",
            "l": 1
          },
          {
            "a": "T1027.007",
            "c": 0.8999999761581421,
            "d": "Kernel32 DLL resolution string",
            "e": [
              "Bkernel32.dll"
            ],
            "i": "micro-behaviors/os/api-resolution/manual::kernel32-resolver",
            "l": 1
          },
          {
            "a": "T1027",
            "c": 0.8199999928474426,
            "d": "Packed loader largest section ratio above 0.65",
            "e": [
              "binary.largest_section_ratio = 0.67"
            ],
            "i": "objectives/anti-static/obfuscation/payload/section::packed-loader-largest-section-dominates",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.9200000166893005,
            "d": "External IPv4 address with port literal",
            "e": [
              "168.227.253.142:38056",
              "12.114.130.55:45834"
            ],
            "i": "micro-behaviors/communications/ip::external-ipv4-port-binary-literal",
            "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
          },
          {
            "a": "T1559",
            "c": 0.699999988079071,
            "d": "CreateNamedPipe API call",
            "e": [
              "CreateNamedPipeW"
            ],
            "i": "micro-behaviors/communications/ipc/named-pipe::create-named-pipe",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "High string count over 1000",
            "e": [
              "binary.string_count = 1184.00"
            ],
            "i": "metadata/binary/metrics::high-string-count-1000",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Binary has many functions",
            "e": [
              "binary.function_count = 1722.00"
            ],
            "i": "objectives/anti-static/pack/entropy::large-function-surface",
            "l": 1
          },
          {
            "c": 0.8199999928474426,
            "d": "Opaque token in version resource",
            "e": [
              "BiclOTUkFSgjJzUBHgI4LTsTJBsSKyYfGxkQPAktADcxExY+HC8bJQIMITkOLQU0Hyk8CyESCzk1ORkuEzYVES8VIgQHHDUdMTIfID42PwkMJzoGCR8QPS43DQAAAFA="
            ],
            "i": "metadata/package/versioning::pe-version-resource-opaque-token",
            "l": 3
          },
          {
            "a": "T1140",
            "c": 0.800000011920929,
            "d": "Large base64 encoded payload",
            "e": [
              "aS4/ICQgIz0YLhAlGiA8IjUjBhg7ERooMwIjNjEwPRsBPRQIMBYMIhE4IhA+Dgk0AT0TBBgdIwItAScuBAAuMTw/IT87GCI7PhE4HAMfNQ8sHxs5FBwuBQcQBBM/CC0h",
              "JjglNQAhKS4tDQ8aMBQWADcvBz8yNB4BOhsvNQQeDyckIyMRJgYpPBEHCywqIBU0Hhg2BiIcLCMCMzELKQElFBUZIgYTKwYsDg4qOx4XNg03MysSOzk4Fww7BSAXExIX",
              "Cj0lIy8+Imdtc2Z0OTA4PyJlPSoyNy4/eT4yPyk8NXQ4MSs1NQ0OKxQkCA8KCBg9Kgw1PyonDiUZCj8+FAEEGiwzIgEEDgkxKxcBPT4RFgwTAggfODY/Pw8QAT8CCAsY",
              "Cj0lIy8+ImdtZWZ0NyRsfS1iciE2ciIpMzY0Jms9Ijc6MTQxMS4lJysFFAYeKBMMFDAMGwUvADQYIjooIhYCBi07Ly8kIxIjExMlAiUMMBEzCx8eKDAFNScwHR0CPhIS",
              "Cj0lIy8+ImdtZWZ0NyRsfQ1iciE2ciw5KzIuci88JDg3IickLCgkMAohEQEGCz0nFAkLMAARAxAUMRwbJgEZATwZHS0eHTcaMi4dCwo0BgIvNwQIAAcDKygjJDY3Oz4z",
              "YjgwJzw3CR44GjsTMAw9FCkrKysqKA8oDRI/Pj8VAT8fMTQSIwQlAhIjMCwkLiAQABkLBxwiAzoPPDsPNDMwBiUlEiY9HCMHIi4DAzQ0OCE7CAwqDAsVPAYOFwMTPzY3",
              "JjAyOTI5KikrJWEnMS5sOTgkICk7Jig5KnMyKjs8JCAzNGYkKmc6KDMnPXY5NDkmPSw9cj4+KyE4NSotInQmMS8iayE6ECMnNRogHAMoIhs/GQcuHgcEID86NSIZHiMz",
              "BDs7PSM+MTRqJDQnLHY/LjE3JmgvOzkjeXw1Pz46CRgdKAUDLy45DCM4PjUeNDgqAw42IQUNHQkfICYdIjsFHzQ4FyENMyQyECEZFBYkJSwhIDg8PwMGAQ8eJCQOEREf",
              "FTE3PGY/MDNqJid0LTg/MzcrNyx4OyM/PDQyIGsrJjoxNRYfKz0TJwc7KQMPMxkfIRobKyIJABECKxMxFD4QGSIqPTAkGjsxLjk/FR0gOwMQGh4bPR8ZPiEgABwTHzAo",
              "NCAkNSc9ZSI4Oy4mEDsBGQcJHScMEyYSDj0bBhgsFh85BiE0ESEHHRUOCB0cEQYAJQ4wICkEOjc5EBojLB4XPRYTIhAMIQgsMgYHDCMiPQcXKCMOKCABFgUKBDskEgkD",
              "IzUiMWY1NzUlOwAAEic/IzsDIRAfEw8GKSY1JgQfBCAwOgwxDAA4JiwhKTAZCRoDCCkaNj8YPjkCBjERPwQcFwEjIjcQGBsNGzAYKCEBKDkaOS8CHSIdHC8xMx0EBwQl",
              "LjolJSA2LCQjLC8geDspNz83KzgcPR4MKAcOHyYPDxoyIBMGIBcALhA5DjE/ORcCIQEBEBUBGB0QMCwYDR8YPxQxJAU/DQwDGw8KEgk3OQY0PhkCNQMhCw4yDi4eEjcq",
              "Sl43KikxKTQCATEODz48CT4vOzEoHiYYChYzJggXIgMFMSEbLwUMMA0uDgwBGzk0GA4qPTcsKjA+BzMyLTkOHA8UDi0QDSsHITQ7KhkjHgo3GhUiNzUvAjM4BDM+KAc+",
              "egQdNgwmAjQAHyITLAQ8KR0DFysaGgACCgACIwQ9KR0SIzwbLQk5Bg8/EBUNGDY1KA8ZNSc9DzgjJhE0PTEQNAIKAywbOwc4HgIkHQUEICQ2GD4cEjA5FQYaBRkAHCAG",
              "aDsuGxIjCCYEMyYCIBk1AxcKEwUQHicJMREbECMLBD8lKQIHFyUOMQo5Ch4rChsDNwQMMCwaGyENETs7Hy0lExcbLzEcOxA4ADsEADsOFzs+MykOFDgtJS8bMz4kEw4Z",
              "YmYUFjMqNT0hHgIgLiMPLT0JGwUuPiUoEgsjJjsDHQc7BisbMgICBSwwEgweCzgnNDIdBik+DwAQJxwNPyIkFxQbAiwIPi4hFzEIEz8dMCUfAQkHMgUcMB8QMSAxMyk8"
            ],
            "i": "micro-behaviors/data/encode/payload::large-base64-payload",
            "l": 3,
            "m": "C0043"
          },
          {
            "a": "T1027",
            "c": 0.8600000143051147,
            "d": "Long mixed-case identifiers cluster",
            "e": [
              "SetThreadGroupAffinity",
              "GetThreadGroupAffinity",
              "GetCurrentProcessorNumberEx",
              "GetLogicalProcessorInformationEx",
              "InitializeCriticalSectionEx",
              "SetThreadStackGuarantee",
              "WaitForThreadpoolTimerCallbacks",
              "FlushProcessWriteBuffers",
              "FreeLibraryWhenCallbackReturns",
              "GetCurrentProcessorNumber",
              "GetLogicalProcessorInformation",
              "SetDefaultDllDirectories",
              "EnumSystemLocalesEx",
              "GetUserDefaultLocaleName",
              "GetCurrentPackageId",
              "GetFileInformationByHandleExW"
            ],
            "i": "objectives/anti-static/obfuscation/string::long-mixedcase-identifiers",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.9399999976158142,
            "d": "Multiple external IPv4 endpoints in rdata",
            "e": [
              "168.227.253.142:38056",
              "12.114.130.55:45834"
            ],
            "i": "objectives/command-and-control/infrastructure/ip-port::rdata-external-ipv4-port-pair",
            "l": 3
          },
          {
            "c": 0.8799999952316284,
            "d": "Configure waitable timer",
            "e": [
              "SetWaitableTimer"
            ],
            "i": "micro-behaviors/time/schedule/waitable::set-waitable-timer",
            "l": 3
          },
          {
            "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": "T1620",
            "c": 0.8999999761581421,
            "d": "VirtualAlloc loader API string",
            "e": [
              "VirtualAlloc"
            ],
            "i": "objectives/command-and-control/dropper/execution/loader::dark-eye-virtualalloc-string",
            "l": 1,
            "m": "B0030"
          },
          {
            "c": 0.8999999761581421,
            "d": "CreateFile API string reference",
            "e": [
              "CreateFile",
              "CreateFile"
            ],
            "i": "micro-behaviors/fs/file/open::createfile-api",
            "l": 2
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "Transacted registry delete API lookup",
            "e": [
              "RegDeleteKeyTransactedW"
            ],
            "i": "micro-behaviors/os/registry/access::reg-delete-key-transacted-name",
            "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
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "Transacted registry create API lookup",
            "e": [
              "RegCreateKeyTransactedW"
            ],
            "i": "micro-behaviors/os/registry/access::reg-create-key-transacted-name",
            "l": 3
          },
          {
            "c": 0.8999999761581421,
            "d": "Set thread CPU affinity",
            "e": [
              "SetThreadAffinityMask"
            ],
            "i": "micro-behaviors/process/control/affinity::set-thread-affinity-mask",
            "l": 3
          },
          {
            "c": 0.949999988079071,
            "d": "links SHLWAPI.dll (PathAppendW, PathCombineA, PathCombineW, PathFileExistsW)",
            "e": [
              "SHLWAPI.dll"
            ],
            "i": "metadata/dylib::shlwapi/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links CRYPT32.dll (CryptStringToBinaryA, CryptBinaryToStringA)",
            "e": [
              "CRYPT32.dll"
            ],
            "i": "metadata/dylib::crypt32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links WINHTTP.dll (WinHttpOpen, WinHttpConnect, WinHttpOpenRequest, WinHttpReceiveResponse, WinHttpQueryHeaders, ... +4 more)",
            "e": [
              "WINHTTP.dll"
            ],
            "i": "metadata/dylib::winhttp/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links ADVAPI32.dll (RegCloseKey, InitializeSecurityDescriptor, CryptDeriveKey, CryptDestroyHash, CryptHashData, ... +21 more)",
            "e": [
              "ADVAPI32.dll"
            ],
            "i": "metadata/dylib::advapi32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links KERNEL32.dll (GetProcAddress, WaitForSingleObject, GetOverlappedResult, GetVersionExW, InitializeCriticalSectionAndSpinCount, ... +136 more)",
            "e": [
              "KERNEL32.dll"
            ],
            "i": "metadata/dylib::kernel32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links OLEAUT32.dll (ORDINAL 2, ORDINAL 150, ORDINAL 7, ORDINAL 6, ORDINAL 9)",
            "e": [
              "OLEAUT32.dll"
            ],
            "i": "metadata/dylib::oleaut32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links SHELL32.dll (SHGetFolderPathW)",
            "e": [
              "SHELL32.dll"
            ],
            "i": "metadata/dylib::shell32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links ole32.dll (CoCreateInstance, CoInitializeSecurity, CoSetProxyBlanket, CoInitializeEx, CoUninitialize)",
            "e": [
              "ole32.dll"
            ],
            "i": "metadata/dylib::ole32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links VERSION.dll (VerQueryValueW, GetFileVersionInfoW, GetFileVersionInfoSizeW)",
            "e": [
              "VERSION.dll"
            ],
            "i": "metadata/dylib::version/dll",
            "l": 2
          },
          {
            "c": 0.9200000166893005,
            "d": "Fingerprint host locale configuration",
            "e": [
              "EnumSystemLocalesW",
              "GetLocaleInfoW",
              "GetUserDefaultLCID"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::locale-fingerprinting-imports",
            "l": 2
          },
          {
            "a": "T1559",
            "c": 0.8199999928474426,
            "d": "Named pipe server and client wait",
            "e": [
              "CreateNamedPipeW",
              "WaitNamedPipeW",
              "ConnectNamedPipe"
            ],
            "i": "micro-behaviors/communications/ipc/named-pipe::named-pipe-client-server",
            "l": 3
          },
          {
            "c": 0.8999999761581421,
            "d": "Timer queue create + delete lifecycle",
            "e": [
              "CreateTimerQueueTimer",
              "DeleteTimerQueueTimer"
            ],
            "i": "micro-behaviors/time/schedule/callback::timer-queue-lifecycle",
            "l": 2
          },
          {
            "c": 0.8600000143051147,
            "d": "Query active window station state",
            "e": [
              "GetProcessWindowStation",
              "GetUserObjectInformationW"
            ],
            "i": "micro-behaviors/ui/window/station::window-station-query-chain",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "Standard MSVC CRT linkage (rich header + many imports)",
            "e": [
              "pe.rich_header_present = 1.00",
              "binary.import_count = 196.00"
            ],
            "i": "objectives/evasion/process/injection::msvc-crt-full-linkage",
            "l": 1
          },
          {
            "a": "T1082",
            "c": 0.8999999761581421,
            "d": "Multiple Win32 locale discovery APIs",
            "e": [
              "EnumSystemLocalesEx",
              "EnumSystemLocalesW",
              "GetLocaleInfoW",
              "GetUserDefaultLCID"
            ],
            "i": "micro-behaviors/os/sysinfo/platform::locale-environment-fingerprint",
            "l": 2
          },
          {
            "a": "T1071.001",
            "c": 0.8999999761581421,
            "d": "WinHTTP request response data flow",
            "e": [
              "WinHttpReadData",
              "WinHttpSendRequest",
              "WinHttpReceiveResponse",
              "WinHttpQueryDataAvailable",
              "WinHttpOpenRequest",
              "WinHttpQueryHeaders"
            ],
            "i": "micro-behaviors/communications/http/client::winhttp-request-flow",
            "l": 3,
            "m": "C0002"
          },
          {
            "c": 0.9200000166893005,
            "d": "Dynamically resolve own modules and exports",
            "e": [
              "GetProcAddress",
              "GetModuleHandleExW",
              "GetModuleHandleA",
              "GetModuleHandleW"
            ],
            "i": "micro-behaviors/os/module/load::dynamic-self-resolution-imports",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE version resource metadata",
            "e": [
              "VS_VERSION_INFO",
              "FileVersion",
              "ProductVersion"
            ],
            "i": "metadata/package/versioning::version-resource-metadata",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Signed versioned temp handoff context",
            "e": [
              "VS_VERSION_INFO",
              "Thawte Timestamping CA",
              "VeriSignMPKI-2-8",
              "TimeStamp-2048-2",
              "TimeStamp-2048-1",
              "Symantec Time Stamping Services CA - G2",
              "VeriSign Class 3 Code Signing 2010 CA",
              "VeriSign Class 3 Public Primary Certification Authority - G5",
              "Assist Point",
              "Symantec Time Stamping Services Signer - G4",
              "binary.import_count = 196.00"
            ],
            "i": "objectives/command-and-control/dropper/execution/loader::signed-versioned-temp-handoff-profile",
            "l": 1
          },
          {
            "c": 0.8799999952316284,
            "d": "Enumerate process environment block",
            "e": [
              "GetEnvironmentStringsW",
              "FreeEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::environment-block-enumeration",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "COM proxy setup for WMI automation",
            "e": [
              "CoSetProxyBlanket",
              "CoCreateInstance",
              "CoInitializeSecurity",
              "CoInitializeEx"
            ],
            "i": "micro-behaviors/os/com/invoke::wmi-com-proxy-setup",
            "l": 3
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "Registry key and value write chain",
            "e": [
              "RegSetValueExW",
              "RegCreateKeyExW",
              "RegOpenKeyExW"
            ],
            "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": [
              "RegOpenKeyExW",
              "RegQueryValueExW"
            ],
            "i": "micro-behaviors/os/registry/access::registry-read-api-chain",
            "l": 2
          },
          {
            "a": "T1027.009",
            "c": 0.8999999761581421,
            "d": "PE resource load and data pointer chain",
            "e": [
              "FindResourceExW",
              "LockResource",
              "FindResourceW",
              "LoadResource"
            ],
            "i": "micro-behaviors/data/embedded/payload::pe-resource-load-lock-chain",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Mutex-based single instance enforcement",
            "e": [
              "ExitProcess",
              "GetLastError",
              "CreateMutexW"
            ],
            "i": "micro-behaviors/process/sync/mutex::mutex-instance-check",
            "l": 2,
            "m": "C0042"
          },
          {
            "c": 0.8500000238418579,
            "d": "Semaphore coordination with wait logic",
            "e": [
              "CreateSemaphoreW",
              "ReleaseSemaphore",
              "WaitForMultipleObjects"
            ],
            "i": "micro-behaviors/process/sync/semaphore::coordinated-semaphore-wait",
            "l": 2,
            "m": "C0042"
          },
          {
            "a": "T1027.009",
            "c": 0.949999988079071,
            "d": "Complete PE resource extraction with data access",
            "e": [
              "SizeofResource",
              "FindResourceExW",
              "LoadResource",
              "FindResourceW",
              "LockResource"
            ],
            "i": "micro-behaviors/data/embedded/payload::pe-resource-full-extraction",
            "l": 1
          },
          {
            "a": "T1129",
            "c": 0.699999988079071,
            "d": "Interlocked SList sync",
            "e": [
              "InterlockedPushEntrySList",
              "InterlockedFlushSList",
              "InterlockedPopEntrySList",
              "InitializeSListHead"
            ],
            "i": "micro-behaviors/process/threading/advanced-sync::slist-sync-ops",
            "l": 2
          },
          {
            "c": 0.9300000071525574,
            "d": "Small version resource with opaque blobs",
            "e": [
              "BiclOTUkFSgjJzUBHgI4LTsTJBsSKyYfGxkQPAktADcxExY+HC8bJQIMITkOLQU0Hyk8CyESCzk1ORkuEzYVES8VIgQHHDUdMTIfID42PwkMJzoGCR8QPS43DQAAAFA=",
              "FileVersion",
              "pe.rsrc_size = 3584.00",
              "VS_VERSION_INFO",
              "ProductVersion"
            ],
            "i": "metadata/package/versioning::compact-opaque-version-resource",
            "l": 4
          },
          {
            "c": 0.8799999952316284,
            "d": "CryptoAPI key setup from derived or imported material",
            "e": [
              "CryptImportKey",
              "CryptDeriveKey",
              "CryptAcquireContextW"
            ],
            "i": "micro-behaviors/crypto/library::capi-key-material-setup",
            "l": 2
          },
          {
            "c": 0.8199999928474426,
            "d": "Hardcoded uppercase mutex name",
            "e": [
              "CreateMutexW",
              "OHSSVSSW"
            ],
            "i": "micro-behaviors/process/sync/mutex::named-uppercase-mutex",
            "l": 2,
            "m": "C0042"
          },
          {
            "c": 0.8999999761581421,
            "d": "Query and modify CPU affinity",
            "e": [
              "GetProcessAffinityMask",
              "SetThreadAffinityMask"
            ],
            "i": "micro-behaviors/process/control/affinity::affinity-mask-control",
            "l": 3
          },
          {
            "a": "T1112",
            "c": 0.8999999761581421,
            "d": "Transacted registry API fallback chain",
            "e": [
              "RegDeleteKeyTransactedW",
              "RegCreateKeyTransactedW",
              "RegOpenKeyTransactedW"
            ],
            "i": "micro-behaviors/os/registry/access::registry-transacted-api-chain",
            "l": 3
          },
          {
            "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
          },
          {
            "a": "T1082",
            "c": 0.9300000071525574,
            "d": "Profile locale environment and launch context",
            "e": [
              "FreeEnvironmentStringsW",
              "GetEnvironmentStringsW",
              "GetCommandLineW",
              "GetCurrentThreadId",
              "GetUserDefaultLCID",
              "GetLocaleInfoW",
              "EnumSystemLocalesW"
            ],
            "i": "objectives/discovery/system/locale::locale-and-environment-profiling-windows-loader",
            "l": 2,
            "m": "E1082"
          },
          {
            "a": "T1140",
            "c": 0.8500000238418579,
            "d": "CryptoAPI file decryption loader markers",
            "e": [
              "CreateFileW",
              "CryptDecrypt",
              "ReadFile",
              "CryptImportKey",
              "VirtualProtect",
              "CryptAcquireContextW",
              "CreateThread"
            ],
            "i": "objectives/command-and-control/dropper/staging::capi-file-payload-decrypt-loader",
            "l": 3,
            "m": "B0023"
          },
          {
            "a": "T1082",
            "c": 0.8999999761581421,
            "d": "Windows locale fingerprinting imports",
            "e": [
              "GetLocaleInfoW",
              "FreeEnvironmentStringsW",
              "EnumSystemLocalesW",
              "GetEnvironmentStringsW",
              "GetUserDefaultLCID",
              "EnumSystemLocalesEx"
            ],
            "i": "objectives/discovery/system/locale::windows-locale-fingerprint",
            "l": 2,
            "m": "E1082"
          },
          {
            "a": "T1559",
            "c": 0.800000011920929,
            "d": "Named pipe server creation",
            "e": [
              "CreateNamedPipeW",
              "ConnectNamedPipe"
            ],
            "i": "micro-behaviors/communications/ipc/named-pipe::named-pipe-server",
            "l": 3
          },
          {
            "a": "T1087",
            "c": 0.9399999976158142,
            "d": "Resolve Windows accounts and SID strings",
            "e": [
              "LookupAccountNameW",
              "ConvertSidToStringSidW"
            ],
            "i": "objectives/discovery/account/lookup::sid-account-resolution",
            "l": 3
          },
          {
            "c": 0.8999999761581421,
            "d": "CryptoAPI key setup with buffer encryption operations",
            "e": [
              "CryptImportKey",
              "CryptDeriveKey",
              "CryptEncrypt",
              "CryptDecrypt",
              "CryptAcquireContextW"
            ],
            "i": "micro-behaviors/crypto/library::capi-keyed-buffer-crypto-chain",
            "l": 3
          },
          {
            "a": "T1071.001",
            "c": 0.9399999976158142,
            "d": "WinHTTP C2 with staged loader host integration profile",
            "e": [
              "GetLastError",
              "WinHttpReadData",
              "SizeofResource",
              "CryptDeriveKey",
              "WinHttpSendRequest",
              "RegOpenKeyExW",
              "CryptDecrypt",
              "CryptAcquireContextW",
              "FindResourceW",
              "LoadResource",
              "CryptImportKey",
              "FindResourceExW",
              "LockResource",
              "CryptEncrypt",
              "WinHttpQueryDataAvailable",
              "WinHttpReceiveResponse"
            ],
            "i": "objectives/command-and-control/backdoor/binary::winhttp-staged-loader-profile",
            "l": 2
          },
          {
            "a": "T1082",
            "c": 0.8999999761581421,
            "d": "Locale and environment profiling cluster",
            "e": [
              "EnumSystemLocalesW",
              "GetSystemTimeAsFileTime",
              "EnumSystemLocalesEx",
              "GetLocaleInfoW",
              "GetEnvironmentStringsW",
              "FreeEnvironmentStringsW",
              "GetCommandLineW",
              "GetUserDefaultLCID"
            ],
            "i": "objectives/discovery/system/locale::locale-and-environment-profiling",
            "l": 2,
            "m": "E1082"
          }
        ],
        "sha": "e6a3b91789945659eb5b22d267b58af1dcb91aa49339c9b99ad3b3edd12207f5",
        "path": "/data/samples/bad/datasets/pe-machine-learning-dataset/17488",
        "type": "pe"
      }
    ],
    "tv": "2a0fe"
  }
}