{
  "ml": {
    "v": "4",
    "fs": [
      {
        "id": 0,
        "prob": 0.5925531983375549,
        "class": 0
      }
    ],
    "prob": 0.5925532,
    "class": 0,
    "models": [
      {
        "m": "az",
        "prob": 0.5925532,
        "class": 0
      },
      {
        "m": "az/native",
        "prob": 0.07716687,
        "class": 0
      },
      {
        "m": "az/pe",
        "prob": 0.08341734,
        "class": 0
      }
    ],
    "version": "v16.16",
    "thresholds": [
      0.9979839,
      1.0
    ],
    "analyzed_at": "2026-05-10T21:24:00Z"
  },
  "path": "464380",
  "raw": {
    "v": "4",
    "fs": [
      {
        "f": "Md₂(Bi₄Si)",
        "k": {
          "pe.checksum": "0x00001ee1",
          "pe.timestamp": 1068119981,
          "hash.authenti": "fa02c9770af9efca9439c85db80bb7ae87b82fc2ce88f8082e1ea00d7dbe89be",
          "debug.pdb_path": "security.pdb",
          "pe.codeview.age": 1,
          "hash.rich_header": "9282bee7c09029d251e430aee293a9d5bf3aa47e2952e5141210af11157bebdf",
          "pe.codeview.guid": "E58A5F32-1A7F-6C2A-6253-39511DB0FC29",
          "build.target_arch": "x86_64",
          "pe.linker_version": "14.12",
          "pe.resource_types[0]": "RT_VERSION",
          "pe.rich_header.xor_key": "0x8e538ebb",
          "pe.debug_entries[0].size": 37,
          "pe.debug_entries[0].type": "codeview",
          "pe.debug_entries[1].size": 100,
          "pe.debug_entries[1].type": "pogo",
          "pe.debug_entries[2].type": "repro",
          "pe.data_directories[0].rva": 4192,
          "pe.data_directories[1].rva": 8192,
          "pe.data_directories[2].rva": 4096,
          "pe.data_directories[0].name": "export",
          "pe.data_directories[0].size": 2300,
          "pe.data_directories[1].name": "resource",
          "pe.data_directories[1].size": 1056,
          "pe.data_directories[2].name": "debug",
          "pe.data_directories[2].size": 84,
          "pe.debug_directory_types[0]": 2,
          "pe.debug_directory_types[1]": 13,
          "pe.debug_directory_types[2]": 16,
          "pe.version_info.company_name": "Microsoft Corporation",
          "pe.version_info.file_version": "10.0.17134.1 (WinBuild.160101.0800)",
          "pe.version_info.product_name": "Microsoft® Windows® Operating System",
          "pe.debug_entries[0].timestamp": 1068119981,
          "pe.debug_entries[1].timestamp": 1068119981,
          "pe.debug_entries[2].timestamp": 1068119981,
          "pe.version_info.internal_name": "security.dll",
          "pe.dll_characteristics.guard_cf": true,
          "pe.rich_header_compids[0].count": 1,
          "pe.rich_header_compids[1].count": 1,
          "pe.rich_header_compids[2].count": 1,
          "pe.version_info.legal_copyright": "© Microsoft Corporation. All rights reserved.",
          "pe.version_info.product_version": "10.0.17134.1",
          "pe.dll_characteristics.nx_compat": true,
          "pe.rich_header_compids[0].compid": 16802927,
          "pe.rich_header_compids[1].compid": 16737391,
          "pe.rich_header_compids[2].compid": 16933999,
          "pe.version_info.file_description": "Security Support Provider Interface",
          "pe.version_info.original_filename": "security.dll",
          "pe.section_characteristics[0].name": ".rdata",
          "pe.section_characteristics[1].name": ".rsrc",
          "pe.dll_characteristics.dynamic_base": true,
          "pe.rich_header.entries[0].use_count": 1,
          "pe.rich_header.entries[1].use_count": 1,
          "pe.rich_header.entries[2].use_count": 1,
          "pe.rich_header.entries[0].product_id": 256,
          "pe.rich_header.entries[1].product_id": 255,
          "pe.rich_header.entries[2].product_id": 258,
          "pe.dll_characteristics.high_entropy_va": true,
          "pe.rich_header.entries[0].build_number": 25711,
          "pe.rich_header.entries[0].product_name": "Cpp_VS2013",
          "pe.rich_header.entries[1].build_number": 25711,
          "pe.rich_header.entries[1].product_name": "C_VS2013",
          "pe.rich_header.entries[2].build_number": 25711,
          "pe.rich_header.entries[2].product_name": "Linker_VS2013_LTCG",
          "pe.section_characteristics[0].raw_size": 2560,
          "pe.section_characteristics[1].raw_size": 1536,
          "pe.section_characteristics[0].virtual_size": 2536,
          "pe.section_characteristics[1].virtual_size": 1056,
          "pe.section_characteristics[0].virtual_address": 4096,
          "pe.section_characteristics[1].virtual_address": 8192,
          "pe.section_characteristics[0].characteristics_hex": "40000040",
          "pe.section_characteristics[1].characteristics_hex": "40000040"
        },
        "x": 5,
        "id": 0,
        "ms": {
          "pe": {
            "machine": 34404.0,
            "checksum": 7905.0,
            "has_pogo": true,
            "pdb_path": "security.pdb",
            "rsrc_size": 1536.0,
            "subsystem": 3.0,
            "timestamp": 1068119981.0,
            "image_base": 6442450944.0,
            "codeview_age": 1.0,
            "has_checksum": true,
            "rsrc_entropy": 2.46,
            "codeview_guid": "E58A5F32-1A7F-6C2A-6253-39511DB0FC29",
            "forward_ratio": 1.0,
            "size_of_image": 12288.0,
            "checksum_valid": true,
            "file_alignment": 512.0,
            "resource_count": 1.0,
            "resource_types": [
              "RT_VERSION"
            ],
            "characteristics": 8226.0,
            "entry_in_header": true,
            "has_rich_header": true,
            "size_of_headers": 1024.0,
            "export_timestamp": 1068119981.0,
            "has_version_info": true,
            "computed_checksum": 7905.0,
            "section_alignment": 4096.0,
            "resource_timestamp": 0.0,
            "debug_timestamp_max": 1068119981.0,
            "debug_timestamp_min": 1068119981.0,
            "dll_characteristics": 16736.0,
            "has_export_timestamp": true,
            "linker_major_version": 14.0,
            "linker_minor_version": 12.0,
            "debug_directory_types": [
              2.0,
              13.0,
              16.0
            ],
            "is_reproducible_build": true,
            "export_forwarder_count": 36.0,
            "has_resource_timestamp": false,
            "debug_directory_entries": 3.0,
            "number_of_rva_and_sizes": 16.0,
            "system_dll_forward_count": 36.0,
            "debug_timestamp_consistent": true,
            "debug_timestamp_unique_count": 1.0,
            "debug_timestamp_nonzero_count": 3.0
          },
          "file": {
            "size": 5120.0
          },
          "binary": {
            "data_entropy": 5.19,
            "export_count": 36.0,
            "string_count": 98.0,
            "section_count": 2.0,
            "overall_entropy": 3.83,
            "avg_section_size": 2048.0,
            "entropy_variance": 1.37,
            "avg_string_length": 22.66,
            "max_string_length": 46.0,
            "wide_string_count": 18.0,
            "avg_string_entropy": 3.72,
            "rsrc_to_file_ratio": 0.3,
            "string_length_stddev": 8.92,
            "debug_reference_count": 3.0,
            "largest_section_ratio": 0.5,
            "sentence_string_count": 4.0,
            "sentence_string_ratio": 0.04
          }
        },
        "ss": [
          [
            77,
            "!This program cannot be run in DOS mode."
          ],
          [
            168,
            "Rich"
          ],
          [
            456,
            ".rdata"
          ],
          [
            495,
            "@.rsrc"
          ],
          [
            1520,
            "Security.dll"
          ],
          [
            1533,
            "AcceptSecurityContext"
          ],
          [
            1555,
            "SECUR32.AcceptSecurityContext"
          ],
          [
            1585,
            "AcquireCredentialsHandleA"
          ],
          [
            1611,
            "SECUR32.AcquireCredentialsHandleA"
          ],
          [
            1645,
            "AcquireCredentialsHandleW"
          ],
          [
            1671,
            "SECUR32.AcquireCredentialsHandleW"
          ],
          [
            1705,
            "AddSecurityPackageA"
          ],
          [
            1725,
            "SECUR32.AddSecurityPackageA"
          ],
          [
            1753,
            "AddSecurityPackageW"
          ],
          [
            1773,
            "SECUR32.AddSecurityPackageW"
          ],
          [
            1801,
            "ApplyControlToken"
          ],
          [
            1819,
            "SECUR32.ApplyControlToken"
          ],
          [
            1845,
            "CompleteAuthToken"
          ],
          [
            1863,
            "SECUR32.CompleteAuthToken"
          ],
          [
            1889,
            "DecryptMessage"
          ],
          [
            1904,
            "SECUR32.DecryptMessage"
          ],
          [
            1927,
            "DeleteSecurityContext"
          ],
          [
            1949,
            "SECUR32.DeleteSecurityContext"
          ],
          [
            1979,
            "DeleteSecurityPackageA"
          ],
          [
            2002,
            "SECUR32.DeleteSecurityPackageA"
          ],
          [
            2033,
            "DeleteSecurityPackageW"
          ],
          [
            2056,
            "SECUR32.DeleteSecurityPackageW"
          ],
          [
            2087,
            "EncryptMessage"
          ],
          [
            2102,
            "SECUR32.EncryptMessage"
          ],
          [
            2125,
            "EnumerateSecurityPackagesA"
          ],
          [
            2152,
            "SECUR32.EnumerateSecurityPackagesA"
          ],
          [
            2187,
            "EnumerateSecurityPackagesW"
          ],
          [
            2214,
            "SECUR32.EnumerateSecurityPackagesW"
          ],
          [
            2249,
            "ExportSecurityContext"
          ],
          [
            2271,
            "SECUR32.ExportSecurityContext"
          ],
          [
            2301,
            "FreeContextBuffer"
          ],
          [
            2319,
            "SECUR32.FreeContextBuffer"
          ],
          [
            2345,
            "FreeCredentialsHandle"
          ],
          [
            2367,
            "SECUR32.FreeCredentialsHandle"
          ],
          [
            2397,
            "ImpersonateSecurityContext"
          ],
          [
            2424,
            "SECUR32.ImpersonateSecurityContext"
          ],
          [
            2459,
            "ImportSecurityContextA"
          ],
          [
            2482,
            "SECUR32.ImportSecurityContextA"
          ],
          [
            2513,
            "ImportSecurityContextW"
          ],
          [
            2536,
            "SECUR32.ImportSecurityContextW"
          ],
          [
            2567,
            "InitSecurityInterfaceA"
          ],
          [
            2590,
            "SECUR32.InitSecurityInterfaceA"
          ],
          [
            2621,
            "InitSecurityInterfaceW"
          ],
          [
            2644,
            "SECUR32.InitSecurityInterfaceW"
          ],
          [
            2675,
            "InitializeSecurityContextA"
          ],
          [
            2702,
            "SECUR32.InitializeSecurityContextA"
          ],
          [
            2737,
            "InitializeSecurityContextW"
          ],
          [
            2764,
            "SECUR32.InitializeSecurityContextW"
          ],
          [
            2799,
            "MakeSignature"
          ],
          [
            2813,
            "SECUR32.MakeSignature"
          ],
          [
            2835,
            "QueryContextAttributesA"
          ],
          [
            2859,
            "SECUR32.QueryContextAttributesA"
          ],
          [
            2891,
            "QueryContextAttributesW"
          ],
          [
            2915,
            "SECUR32.QueryContextAttributesW"
          ],
          [
            2947,
            "QueryCredentialsAttributesA"
          ],
          [
            2975,
            "SECUR32.QueryCredentialsAttributesA"
          ],
          [
            3011,
            "QueryCredentialsAttributesW"
          ],
          [
            3039,
            "SECUR32.QueryCredentialsAttributesW"
          ],
          [
            3075,
            "QuerySecurityContextToken"
          ],
          [
            3101,
            "SECUR32.QuerySecurityContextToken"
          ],
          [
            3135,
            "QuerySecurityPackageInfoA"
          ],
          [
            3161,
            "SECUR32.QuerySecurityPackageInfoA"
          ],
          [
            3195,
            "QuerySecurityPackageInfoW"
          ],
          [
            3221,
            "SECUR32.QuerySecurityPackageInfoW"
          ],
          [
            3255,
            "RevertSecurityContext"
          ],
          [
            3277,
            "SECUR32.RevertSecurityContext"
          ],
          [
            3307,
            "SealMessage"
          ],
          [
            3342,
            "UnsealMessage"
          ],
          [
            3379,
            "VerifySignature"
          ],
          [
            3395,
            "SECUR32.VerifySignature"
          ],
          [
            3420,
            "RSDS2_"
          ],
          [
            3444,
            "security.pdb"
          ],
          [
            3460,
            "GCTL"
          ],
          [
            3488,
            ".edata"
          ],
          [
            3504,
            ".rdata$zzzdbg"
          ],
          [
            3686,
            "wide",
            "VS_VERSION_INFO"
          ],
          [
            3778,
            "wide",
            "StringFileInfo"
          ],
          [
            3838,
            "wide",
            "CompanyName"
          ],
          [
            3864,
            "wide",
            "Microsoft Corporation"
          ],
          [
            3914,
            "wide",
            "FileDescription"
          ],
          [
            3948,
            "wide",
            "Security Support Provider Interface"
          ],
          [
            4026,
            "wide",
            "FileVersion"
          ],
          [
            4052,
            "wide",
            "10.0.17134.1 (WinBuild.160101.0800)"
          ],
          [
            4130,
            "wide",
            "InternalName"
          ],
          [
            4156,
            "wide",
            "security.dll"
          ],
          [
            4190,
            "wide",
            "LegalCopyright"
          ],
          [
            4220,
            "wide",
            "© Microsoft Corporation. All rights reserved."
          ],
          [
            4318,
            "wide",
            "OriginalFilename"
          ],
          [
            4386,
            "wide",
            "ProductName"
          ],
          [
            4412,
            "wide",
            "Microsoft® Windows® Operating System"
          ],
          [
            4494,
            "wide",
            "ProductVersion"
          ],
          [
            4558,
            "wide",
            "VarFileInfo"
          ],
          [
            4590,
            "wide",
            "Translation"
          ]
        ],
        "sz": 5120,
        "ts": [
          {
            "c": 0.699999988079071,
            "d": "PE with six or fewer imports",
            "e": [
              "binary.import_count = 0.00"
            ],
            "i": "metadata/binary/symbols/imports::pe-imports-max-six",
            "l": 1
          },
          {
            "c": 0.8199999928474426,
            "d": "PE has DLL characteristics",
            "e": [
              "pe.characteristics = 8226.00"
            ],
            "i": "metadata/binary/metrics/pe-details::pe-dll-characteristics",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "PE InternalName metadata field",
            "e": [
              "InternalName"
            ],
            "i": "metadata/package/versioning::pe-internalname-field",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "PGO-trained release build (POGO)",
            "e": [
              "pe.has_pogo = 1.00"
            ],
            "i": "metadata/build/reproducible::pe-pgo-trained",
            "l": 2
          },
          {
            "d": ".dll extension reference",
            "e": [
              ".dll"
            ],
            "i": "micro-behaviors/fs/path/extension::dll-dup",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE Rich header present (MSVC toolchain)",
            "e": [
              "pe.has_rich_header = 1.00"
            ],
            "i": "metadata/binary/resource::rich-header-present",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "High ratio of forwarded exports (\u003e80%)",
            "e": [
              "pe.forward_ratio = 1.00"
            ],
            "i": "metadata/binary/symbols/exports::high-forwarder-ratio",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "PE has low overall entropy",
            "e": [
              "binary.overall_entropy = 3.83"
            ],
            "i": "metadata/binary/layout::low-overall-entropy",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "PE checksum field not set",
            "e": [
              "pe.has_checksum = 1.00"
            ],
            "i": "metadata/binary/layout::pe-checksum-absent",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 20+ exports",
            "e": [
              "binary.export_count = 36.00"
            ],
            "i": "metadata/binary/metrics/threshold::many-exports-20",
            "l": 1
          },
          {
            "a": "T1036.005",
            "c": 0.9700000286102295,
            "d": "Windows operating system product string",
            "e": [
              "Microsoft® Windows® Operating System"
            ],
            "i": "objectives/evasion/masquerade/version-resource/claim::getmac-product-string",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Tiny PE by file size",
            "e": [
              "pe.machine = 34404.00"
            ],
            "i": "metadata/binary/metrics/size::tiny-pe",
            "l": 3
          },
          {
            "c": 1.0,
            "d": "DEP / NX enabled (NX_COMPAT)",
            "e": [
              "true"
            ],
            "i": "metadata/hardening/mitigation::pe-dep",
            "l": 2
          },
          {
            "a": "T1204.002",
            "c": 0.7599999904632568,
            "d": "Short PDB marker",
            "e": [
              "security.pdb"
            ],
            "i": "objectives/command-and-control/dropper/execution/clickfix::short-pdb-marker",
            "l": 1,
            "m": "B0024"
          },
          {
            "c": 0.8999999761581421,
            "d": "PE mapped image under 768 KiB",
            "e": [
              "pe.size_of_image = 12288.00"
            ],
            "i": "metadata/binary/layout::image-under-768kb",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "PE first resource is RT_VERSION",
            "e": [
              "RT_VERSION"
            ],
            "i": "metadata/binary/resource::pe-resource-version-first",
            "l": 2
          },
          {
            "a": "T1027.003",
            "c": 0.9900000095367432,
            "d": "PE checksum mismatch",
            "e": [
              "pe.checksum_valid = 1.00"
            ],
            "i": "objectives/anti-static/obfuscation/payload/container::pe-checksum-mismatch-png",
            "l": 1,
            "m": "F0001.006"
          },
          {
            "d": "Few detected functions (stub-like or analysis-limited)",
            "e": [
              "binary.func_count = 0.00"
            ],
            "i": "metadata/binary/metrics/structural::no-functions",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Binary has low overall entropy",
            "e": [
              "binary.overall_entropy = 3.83"
            ],
            "i": "metadata/binary/metrics/threshold::low-overall-entropy-binary",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Built with /Brepro (deterministic)",
            "e": [
              "pe.is_reproducible_build = 1.00"
            ],
            "i": "metadata/build/reproducible::pe-reproducible-build",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Small PE resource section",
            "e": [
              "pe.rsrc_size = 1536.00"
            ],
            "i": "metadata/package/versioning::pe-small-rsrc",
            "l": 1
          },
          {
            "a": "T1027.007",
            "c": 1.0,
            "d": "WININET.DLL absent from PE import table",
            "e": [
              "pe.import_dll_count = 0.00"
            ],
            "i": "objectives/anti-static/obfuscation/imports::wininet-import-absent",
            "l": 2,
            "m": "B0032"
          },
          {
            "a": "T1055.012",
            "c": 1.0,
            "d": "Lacks substantial data section",
            "e": [
              "binary.data_to_file_ratio = 0.00"
            ],
            "i": "objectives/evasion/process/injection/hollowing::lacks-substantial-data",
            "l": 1,
            "m": "E1055.012"
          },
          {
            "a": "T1036.005",
            "c": 0.9700000286102295,
            "d": "Console subsystem on dw20 claim",
            "e": [
              "pe.subsystem = 3.00"
            ],
            "i": "objectives/evasion/masquerade/version-resource/microsoft-utility::dw20-cui-subsystem",
            "l": 1,
            "m": "F0004"
          },
          {
            "a": "T1036.005",
            "c": 0.8999999761581421,
            "d": "Microsoft Corporation company in version info",
            "e": [
              "Microsoft Corporation"
            ],
            "i": "objectives/evasion/masquerade/version-resource/microsoft-utility::dw20-microsoft-company",
            "l": 1,
            "m": "F0004"
          },
          {
            "a": "T1620",
            "c": 0.8999999761581421,
            "d": "Regex component marker",
            "e": [
              "binary.export_count = 36.00"
            ],
            "i": "objectives/command-and-control/backdoor/loader/native-reflect::runtime-loader-with-encoded-data-cond-4--inline-14359",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.800000011920929,
            "d": "Regex component marker",
            "e": [
              "AcquireCredentialsHandleA",
              "SECUR32.AcquireCredentialsHandleW",
              "SECUR32.AcquireCredentialsHandleA",
              "AcquireCredentialsHandleW",
              "SECUR32.QueryCredentialsAttributesA",
              "SECUR32.QueryCredentialsAttributesW",
              "QueryCredentialsAttributesA",
              "SECUR32.FreeCredentialsHandle",
              "QueryCredentialsAttributesW",
              "FreeCredentialsHandle"
            ],
            "i": "micro-behaviors/communications/http/client/managed::webclient--rx-2",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 9+ exports",
            "e": [
              "binary.export_count = 36.00"
            ],
            "i": "metadata/binary/metrics/threshold::many-exports-9",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "PE OriginalFilename metadata field",
            "e": [
              "OriginalFilename"
            ],
            "i": "metadata/package/versioning::pe-originalfilename-field",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.9900000095367432,
            "d": "PE version resource text",
            "e": [
              "VS_VERSION_INFO"
            ],
            "i": "objectives/anti-static/obfuscation/payload/section::anydesk-version-info",
            "l": 1,
            "m": "B0032"
          },
          {
            "a": "T1036.005",
            "c": 0.9700000286102295,
            "d": "PE has no Authenticode signature",
            "e": [
              "binary.has_signature = 0.00"
            ],
            "i": "objectives/evasion/masquerade/version-resource/microsoft-utility::dw20-host-unsigned",
            "l": 1,
            "m": "F0004"
          },
          {
            "c": 1.0,
            "d": "Binary has low average complexity",
            "e": [
              "binary.avg_complexity = 0.00"
            ],
            "i": "metadata/binary/metrics/threshold::avg-complexity-15-max",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Very low code entropy, minimal code",
            "e": [
              "binary.code_entropy = 0.00"
            ],
            "i": "metadata/binary/resource::low-code-entropy",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE ProductName metadata field",
            "e": [
              "ProductName"
            ],
            "i": "metadata/package/versioning::pe-productname-field",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "ASLR enabled (DYNAMIC_BASE)",
            "e": [
              "true"
            ],
            "i": "metadata/hardening/mitigation::pe-aslr",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE has few sections",
            "e": [
              "binary.section_count = 2.00"
            ],
            "i": "metadata/binary/layout::legacy-few-sections",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Import count is exactly zero",
            "e": [
              "binary.import_count = 0.00"
            ],
            "i": "objectives/evasion/masquerade/identity/vendor::zero-import-count",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE FileDescription metadata field",
            "e": [
              "FileDescription"
            ],
            "i": "metadata/package/versioning::pe-filedescription-field",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Tiny PE stub footprint",
            "e": [
              "464380"
            ],
            "i": "well-known/malware/trojan/shellobject/revengerat::tiny-pe-footprint",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "PE resource section",
            "e": [
              ".rsrc"
            ],
            "i": "metadata/binary/section/names::pe-resource-section",
            "l": 1
          },
          {
            "c": 0.7799999713897705,
            "d": "Lowercase random PDB basename",
            "e": [
              "security.pdb"
            ],
            "i": "metadata/binary/debug::pdb-random-basename",
            "l": 1
          },
          {
            "a": "T1070.006",
            "c": 0.699999988079071,
            "d": "Debug timestamps internally consistent",
            "e": [
              "pe.debug_timestamp_consistent = 1.00"
            ],
            "i": "objectives/evasion/indicator-removal/timestamps::debug-timestamps-consistent",
            "l": 1
          },
          {
            "a": "T1027",
            "c": 0.699999988079071,
            "d": "Zero recovered functions",
            "e": [
              "binary.func_count = 0.00"
            ],
            "i": "objectives/anti-static/obfuscation/payload/encrypted::zero-function-count",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.699999988079071,
            "d": "PE CompanyName metadata field",
            "e": [
              "CompanyName"
            ],
            "i": "metadata/package/versioning::pe-companyname-field",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Control Flow Guard enabled",
            "e": [
              "true"
            ],
            "i": "metadata/hardening/mitigation::pe-cfg",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "PE version info numeric fields present",
            "e": [
              "10.0.17134.1 (WinBuild.160101.0800)"
            ],
            "i": "metadata/binary/anomaly/format::version-info-file-version-present",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "PE imports from one DLL",
            "e": [
              "pe.import_dll_count = 0.00"
            ],
            "i": "metadata/binary/symbols/imports::pe-single-import-dll",
            "l": 1
          },
          {
            "c": 0.8799999952316284,
            "d": "Sparse function count stub",
            "e": [
              "binary.func_count = 0.00"
            ],
            "i": "well-known/malware/trojan/shellobject/revengerat::sparse-function-stub",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has low average string entropy",
            "e": [
              "binary.avg_string_entropy = 3.72"
            ],
            "i": "metadata/binary/metrics/threshold::avg-string-entropy-4-max",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Tiny PE single-function stub",
            "e": [
              "binary.func_count = 0.00"
            ],
            "i": "metadata/binary/layout::tiny-single-function-pe",
            "l": 3
          },
          {
            "c": 1.0,
            "d": "High-entropy ASLR (64-bit)",
            "e": [
              "true"
            ],
            "i": "metadata/hardening/mitigation::pe-high-entropy-va",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Regex component marker",
            "e": [
              "StringFileInfo"
            ],
            "i": "micro-behaviors/communications/http/client/managed::webclient--rx-7",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 4 or fewer sections",
            "e": [
              "binary.section_count = 2.00"
            ],
            "i": "objectives/command-and-control/infrastructure/config::max-sections-4",
            "l": 1
          },
          {
            "a": "T1070.006",
            "c": 0.699999988079071,
            "d": "PE header compile timestamp predates 2025",
            "e": [
              "pe.timestamp = 1068119981.00"
            ],
            "i": "objectives/evasion/indicator-removal/timestamps::header-timestamp-pre-2025",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Microsoft vendor marker in resource section",
            "e": [
              "Microsoft Corporation"
            ],
            "i": "metadata/binary/vendor::microsoft-corp-marker-rsrc",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Binary has many exports (\u003e10)",
            "e": [
              "binary.export_count = 36.00"
            ],
            "i": "metadata/binary/metrics/structural::many-exports",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "File is a compiled binary",
            "e": [
              "464380"
            ],
            "i": "metadata/binary/framework::is-binary",
            "l": 1
          },
          {
            "a": "T1036.005",
            "c": 0.949999988079071,
            "d": "Microsoft company version identity",
            "e": [
              "Microsoft Corporation"
            ],
            "i": "objectives/evasion/masquerade/version-resource/contradiction::microsoft-company-versioninfo-kv",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "PE standard runtime section",
            "e": [
              ".rdata"
            ],
            "i": "metadata/binary/section/names::pe-runtime-standard-section",
            "l": 1
          },
          {
            "c": 0.8799999952316284,
            "d": "Small string table footprint",
            "e": [
              "binary.string_count = 98.00"
            ],
            "i": "well-known/malware/trojan/shellobject/revengerat::tiny-string-table",
            "l": 1
          },
          {
            "a": "T1027",
            "c": 0.8500000238418579,
            "d": "Regex component marker",
            "e": [
              "binary.export_count = 36.00"
            ],
            "i": "objectives/anti-static/obfuscation/payload/section::versioned-export-heavy-library-cond-1--inline-29160",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.9900000095367432,
            "d": "Pure proxy DLL (100% forwarded exports)",
            "e": [
              "pe.forward_ratio = 1.00"
            ],
            "i": "metadata/binary/symbols/exports::pure-proxy-dll",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Claims Microsoft Corp in version resource",
            "e": [
              "Microsoft Corporation.",
              "Microsoft Corporation"
            ],
            "i": "metadata/binary/vendor::microsoft-corp-versioninfo",
            "l": 1
          },
          {
            "a": "T1105",
            "c": 0.800000011920929,
            "d": "Compact PE import table",
            "e": [
              "binary.import_count = 0.00"
            ],
            "i": "objectives/command-and-control/dropper/delivery/download-execute::compact-import-table",
            "l": 1,
            "m": "E1105"
          },
          {
            "c": 0.6000000238418579,
            "d": "Very few sections (merged/stripped)",
            "e": [
              "binary.section_count = 2.00"
            ],
            "i": "metadata/binary/metrics/structural::few-sections",
            "l": 3
          },
          {
            "c": 0.699999988079071,
            "d": "No imported symbols",
            "e": [
              "binary.import_density = 0.00"
            ],
            "i": "metadata/binary/metrics/structural::no-imports",
            "l": 3
          },
          {
            "a": "T1055",
            "c": 0.9200000166893005,
            "d": "Regex component marker",
            "e": [
              "binary.import_count = 0.00"
            ],
            "i": "objectives/evasion/process/injection/vb6::vb6-process-injection-pattern-cond-1--inline-17571",
            "l": 1,
            "m": "C0041"
          },
          {
            "c": 1.0,
            "d": "Binary is not digitally signed",
            "e": [
              "binary.has_signature = 0.00"
            ],
            "i": "metadata/signed/trust-level::unsigned",
            "l": 3
          },
          {
            "a": "T1612",
            "c": 0.8500000238418579,
            "d": "PE has few icon resources",
            "e": [
              "pe.icon_count = 0.00"
            ],
            "i": "objectives/anti-static/obfuscation/payload/resource::icon-count-under-six",
            "l": 1,
            "m": "B0023"
          },
          {
            "a": "T1027",
            "c": 0.800000011920929,
            "d": "Few PE resource entries (no DIALOG/MENU/STRINGTABLE)",
            "e": [
              "pe.resource_count = 1.00"
            ],
            "i": "objectives/evasion/anti-av/heuristic::minimal-pe-resources",
            "l": 1
          },
          {
            "a": "T1070.006",
            "c": 0.8999999761581421,
            "d": "Export directory timestamp set to 0xFFFFFFFF (tampered)",
            "e": [
              "pe.export_timestamp = 1068119981.00"
            ],
            "i": "objectives/evasion/indicator-removal/timestamps::export-timestamp-maxval",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "PE executable is unsigned",
            "e": [
              "binary.has_signature = 0.00"
            ],
            "i": "metadata/signed/trust-level::unsigned-pe-executable",
            "l": 3
          },
          {
            "c": 0.8600000143051147,
            "d": "Low-code PE with no imports",
            "e": [
              "binary.import_density = 0.00",
              "binary.code_entropy = 0.00"
            ],
            "i": "metadata/binary/resource::low-code-no-import-resource-stub",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Modern PE hardening (ASLR + DEP + CFG)",
            "e": [
              "true"
            ],
            "i": "metadata/hardening/mitigation::pe-modern-hardening",
            "l": 2
          },
          {
            "a": "T1497.003",
            "c": 0.7799999713897705,
            "d": "Microsoft export-heavy waitable timer context",
            "e": [
              "Microsoft Corporation",
              "binary.export_count = 36.00"
            ],
            "i": "objectives/anti-analysis/timing/evasion::waitable-timer-export-heavy-microsoft",
            "l": 1,
            "m": "B0003.003"
          },
          {
            "c": 0.8999999761581421,
            "d": "PE file consisting primarily of resources (e.g., .mui, UI localization)",
            "e": [
              "binary.code_entropy = 0.00",
              "binary.import_density = 0.00",
              "binary.func_count = 0.00"
            ],
            "i": "metadata/binary/resource::resource-only-dll",
            "l": 2
          }
        ],
        "sha": "209f98c691b6d79c49689a34cd04364ee1814eeee93571d0bee3b21aa15e109f",
        "path": "/data/samples/good/datasets/pe-machine-learning-dataset/464380",
        "type": "pe"
      }
    ],
    "tv": "6f60c"
  }
}