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          {
            "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"
          },
          {
            "c": 0.800000011920929,
            "d": "Binary has many functions (\u003e30)",
            "e": [
              "binary.func_count = 40.00"
            ],
            "i": "metadata/binary/metrics/structural::many-functions",
            "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 InternalName metadata field",
            "e": [
              "InternalName"
            ],
            "i": "metadata/package/versioning::pe-internalname-field",
            "l": 2
          },
          {
            "d": ".dll extension reference",
            "e": [
              ".dll"
            ],
            "i": "micro-behaviors/fs/path/extension::dll-dup",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE mapped image under 768 KiB",
            "e": [
              "pe.size_of_image = 36864.00"
            ],
            "i": "metadata/binary/layout::image-under-768kb",
            "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
          },
          {
            "a": "T1620",
            "c": 0.8199999928474426,
            "d": "RegPhantom compact driver size",
            "e": [
              "7eb736e8a4d03c1974e3c6209b2d13aa15d8c0d7b4ba52bc05a13b39a85d3f24.exe"
            ],
            "i": "well-known/malware/rootkit/regphantom::compact-callback-driver-size",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.8999999761581421,
            "d": "Free memory (C runtime)",
            "e": [
              "free"
            ],
            "i": "micro-behaviors/mem/c-runtime/functions::free-dup",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.9900000095367432,
            "d": "PE version resource text",
            "e": [
              "VS_VERSION_INFO"
            ],
            "i": "objectives/anti-static/obfuscation/payload/section::anydesk-version-info",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.8999999761581421,
            "d": "Get current process ID",
            "e": [
              "GetCurrentProcessId"
            ],
            "i": "micro-behaviors/process/info/thread::get-current-process-id",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "PE security directory RVA out of bounds",
            "e": [
              "pe.security_directory_out_of_bounds = 1.00"
            ],
            "i": "metadata/binary/layout::security-dir-out-of-bounds",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has low average complexity",
            "e": [
              "binary.avg_complexity = 9.67"
            ],
            "i": "metadata/binary/metrics/threshold::avg-complexity-15-max",
            "l": 2
          },
          {
            "a": "T1005",
            "c": 0.8999999761581421,
            "d": "Capture CPU context/registers",
            "e": [
              "RtlCaptureContext"
            ],
            "i": "micro-behaviors/os/exception/handler::capture-context",
            "l": 2
          },
          {
            "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
          },
          {
            "a": "T1622",
            "c": 0.949999988079071,
            "d": "Minimal PE import DLL count (\u003c= 3)",
            "e": [
              "pe.import_dll_count = 2.00"
            ],
            "i": "objectives/anti-analysis/debugger-detect/stub::minimal-import-dll-count",
            "l": 1
          },
          {
            "a": "T1027.007",
            "c": 0.8500000238418579,
            "d": "PE signature validation in code",
            "e": [
              "3c 0a"
            ],
            "i": "objectives/anti-static/obfuscation/imports::pe-signature-check",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "c": 0.699999988079071,
            "d": "Get current process handle",
            "e": [
              "GetCurrentProcess"
            ],
            "i": "micro-behaviors/os/module/load::get-current-process",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "PE LegalCopyright field is populated",
            "e": [
              "Copyright (c) Microsoft Corporation. All rights reserved."
            ],
            "i": "metadata/package/versioning::pe-legal-copyright-present",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "PE .reloc section presence",
            "e": [
              ".reloc"
            ],
            "i": "metadata/binary/section/names::reloc-section-presence",
            "l": 2
          },
          {
            "a": "T1204.002",
            "c": 0.7599999904632568,
            "d": "Short PDB marker",
            "e": [
              "X3DAudio1_3.pdb"
            ],
            "i": "objectives/command-and-control/dropper/execution/clickfix::short-pdb-marker",
            "l": 1,
            "m": "B0024"
          },
          {
            "c": 0.800000011920929,
            "d": "Small PE resource section",
            "e": [
              "pe.rsrc_size = 1024.00"
            ],
            "i": "metadata/package/versioning::pe-small-rsrc",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Tiny writable data section",
            "e": [
              ".data (size: 1536)"
            ],
            "i": "metadata/binary/section/metrics::tiny-data-section",
            "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
          },
          {
            "c": 0.8999999761581421,
            "d": "PE certificate table entry populated",
            "e": [
              "pe.certificate_table_size = 9224.00"
            ],
            "i": "metadata/binary/layout::cert-table-present",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Allocate memory (C runtime)",
            "e": [
              "malloc"
            ],
            "i": "micro-behaviors/mem/c-runtime/functions::malloc",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE resource section",
            "e": [
              ".rsrc"
            ],
            "i": "metadata/binary/section/names::pe-resource-section",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "PE OriginalFilename metadata field",
            "e": [
              "OriginalFilename"
            ],
            "i": "metadata/package/versioning::pe-originalfilename-field",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "PE FileDescription field is populated",
            "e": [
              "X3DAudio"
            ],
            "i": "metadata/package/versioning::pe-file-description-present",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "PE file uses .exe extension",
            "e": [
              "7eb736e8a4d03c1974e3c6209b2d13aa15d8c0d7b4ba52bc05a13b39a85d3f24.exe"
            ],
            "i": "metadata/binary/framework::exe-extension",
            "l": 1
          },
          {
            "a": "T1070.006",
            "c": 0.699999988079071,
            "d": "PE header compile timestamp predates 2025",
            "e": [
              "pe.timestamp = 1204760604.00"
            ],
            "i": "objectives/evasion/indicator-removal/timestamps::header-timestamp-pre-2025",
            "l": 1
          },
          {
            "a": "T1027.007",
            "c": 0.75,
            "d": "x64 PE header access via movsxd",
            "e": [
              "51"
            ],
            "i": "objectives/anti-static/obfuscation/imports::pe-header-walk-x64",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "c": 0.8999999761581421,
            "d": "Get current thread ID",
            "e": [
              "GetCurrentThreadId"
            ],
            "i": "micro-behaviors/process/info/thread::get-current-thread-id",
            "l": 2
          },
          {
            "c": 0.8399999737739563,
            "d": "Invoke unhandled exception filter",
            "e": [
              "UnhandledExceptionFilter"
            ],
            "i": "micro-behaviors/os/exception/error-handling::unhandled-exception-filter-import",
            "l": 2
          },
          {
            "c": 0.6000000238418579,
            "d": "Copyright notice",
            "e": [
              "Copyright"
            ],
            "i": "metadata/package/license::copyright-word",
            "l": 2
          },
          {
            "a": "T1006",
            "c": 0.8500000238418579,
            "d": "Lookup function entry point",
            "e": [
              "RtlLookupFunctionEntry"
            ],
            "i": "micro-behaviors/os/exception/handler::lookup-function-entry",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "msvcrt library (MSVC C runtime)",
            "e": [
              "msvcr"
            ],
            "i": "metadata/lang/compiler/native::msvcrt",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Regex component marker",
            "e": [
              "StringFileInfo"
            ],
            "i": "micro-behaviors/communications/http/client/managed::webclient--rx-7",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "PE standard code/data section",
            "e": [
              ".data",
              ".text"
            ],
            "i": "metadata/binary/section/names::pe-code-data-standard-section",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has low average string entropy",
            "e": [
              "binary.avg_string_entropy = 3.10"
            ],
            "i": "metadata/binary/metrics/threshold::avg-string-entropy-4-max",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE CompanyName metadata field",
            "e": [
              "CompanyName"
            ],
            "i": "metadata/package/versioning::pe-companyname-field",
            "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
          },
          {
            "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": "T1006",
            "c": 0.8999999761581421,
            "d": "Virtual unwind stack frame",
            "e": [
              "RtlVirtualUnwind"
            ],
            "i": "micro-behaviors/os/exception/handler::virtual-unwind",
            "l": 2
          },
          {
            "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"
          },
          {
            "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": "T1027.007",
            "c": 1.0,
            "d": "WININET.DLL absent from PE import table",
            "e": [
              "pe.import_dll_count = 2.00"
            ],
            "i": "objectives/anti-static/obfuscation/imports::wininet-import-absent",
            "l": 2,
            "m": "B0032"
          },
          {
            "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
          },
          {
            "c": 0.800000011920929,
            "d": "Tiny resource section (no version/icon)",
            "e": [
              ".rsrc (size: 1024)"
            ],
            "i": "metadata/binary/resource::minimal-resources",
            "l": 2
          },
          {
            "a": "T1055",
            "c": 0.949999988079071,
            "d": "Huge null run in executable (128+ bytes)",
            "e": [
              "00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-structure::huge-null-run-text",
            "l": 1
          },
          {
            "c": 0.949999988079071,
            "d": "Filename has EXE extension",
            "e": [
              "7eb736e8a4d03c1974e3c6209b2d13aa15d8c0d7b4ba52bc05a13b39a85d3f24.exe"
            ],
            "i": "objectives/evasion/masquerade/file/double-ext::basename-is-exe",
            "l": 1
          },
          {
            "a": "T1027",
            "c": 0.8199999928474426,
            "d": "Packed loader largest section ratio above 0.65",
            "e": [
              "binary.largest_section_ratio = 0.76"
            ],
            "i": "objectives/anti-static/obfuscation/payload/section::packed-loader-largest-section-dominates",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.8799999952316284,
            "d": "Hardcoded external IPv4 port in PE binary",
            "e": [
              "69.56.235.7:137",
              "69.72.235.7:137",
              "204.204.204.204:204",
              "69.36.235.7:137"
            ],
            "i": "micro-behaviors/communications/ip/endpoint::external-ipv4-port-pe",
            "l": 1
          },
          {
            "a": "T1055",
            "c": 0.9200000166893005,
            "d": "Regex component marker",
            "e": [
              "binary.import_count = 25.00"
            ],
            "i": "objectives/evasion/process/injection/vb6::vb6-process-injection-pattern-cond-1--inline-17571",
            "l": 1,
            "m": "C0041"
          },
          {
            "c": 0.800000011920929,
            "d": "Five or more PE sections",
            "e": [
              "binary.section_count = 5.00"
            ],
            "i": "objectives/anti-static/obfuscation/imports::five-plus-sections-pe",
            "l": 1
          },
          {
            "a": "T1027.007",
            "c": 0.800000011920929,
            "d": "DLL name strings without LoadLibrary import",
            "e": [
              "binary.import_count = 25.00"
            ],
            "i": "objectives/anti-static/obfuscation/string/runtime-decrypt::dll-names-no-loadlibrary",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "a": "T1105",
            "c": 0.800000011920929,
            "d": "Compact PE import table",
            "e": [
              "binary.import_count = 25.00"
            ],
            "i": "objectives/command-and-control/dropper/delivery/download-execute::compact-import-table",
            "l": 1,
            "m": "E1105"
          },
          {
            "c": 0.699999988079071,
            "d": "QueryPerformanceCounter timing API",
            "e": [
              "QueryPerformanceCounter"
            ],
            "i": "micro-behaviors/time/timing/delay::query-performance-counter",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Tiny C string section ratio",
            "e": [
              " = 0.0% of total (0 / 18944 bytes)"
            ],
            "i": "metadata/binary/section/metrics::tiny-cstring-section",
            "l": 1
          },
          {
            "a": "T1027",
            "c": 0.8600000143051147,
            "d": "Long mixed-case identifiers cluster",
            "e": [
              "SetUnhandledExceptionFilter",
              "UnhandledExceptionFilter",
              "GetSystemTimeAsFileTime",
              "RtlLookupFunctionEntry",
              "GetCurrentProcessId"
            ],
            "i": "objectives/anti-static/obfuscation/string/junking::long-mixedcase-identifiers",
            "l": 1,
            "m": "B0032"
          },
          {
            "a": "T1070.006",
            "c": 0.8999999761581421,
            "d": "Export directory timestamp set to 0xFFFFFFFF (tampered)",
            "e": [
              "pe.export_timestamp = 1204760533.00"
            ],
            "i": "objectives/evasion/indicator-removal/timestamps::export-timestamp-maxval",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary is not digitally signed",
            "e": [
              "binary.has_signature = 0.00"
            ],
            "i": "metadata/signed/trust-level::unsigned",
            "l": 3
          },
          {
            "a": "T1027",
            "c": 0.949999988079071,
            "d": "Regex component marker",
            "e": [
              "binary.largest_section_ratio = 0.76"
            ],
            "i": "objectives/anti-static/obfuscation/payload/section::packed-loader-data-geometry-cond-1--inline-29188",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.949999988079071,
            "d": "links KERNEL32.dll (UnhandledExceptionFilter, GetCurrentProcess, TerminateProcess, GetSystemTimeAsFileTime, GetCurrentProcessId, ... +8 more)",
            "e": [
              "KERNEL32.dll"
            ],
            "i": "metadata/dylib::kernel32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links msvcrt.dll (C_specific_handler, amsg_exit, free, initterm, malloc, ... +7 more)",
            "e": [
              "msvcrt.dll"
            ],
            "i": "metadata/dylib::msvcrt/dll",
            "l": 2
          },
          {
            "a": "T1497.003",
            "c": 0.8500000238418579,
            "d": "Multiple timing calls (delta measurement)",
            "e": [
              "QueryPerformanceCounter",
              "GetTickCount"
            ],
            "i": "objectives/anti-analysis/timing/evasion::timing-delta-check",
            "l": 1,
            "m": "B0003.003"
          },
          {
            "c": 0.8999999761581421,
            "d": "Register and invoke exception filters",
            "e": [
              "UnhandledExceptionFilter",
              "SetUnhandledExceptionFilter"
            ],
            "i": "micro-behaviors/os/exception/error-handling::exception-filter-pair-imports",
            "l": 2
          }
        ],
        "sha": "7eb736e8a4d03c1974e3c6209b2d13aa15d8c0d7b4ba52bc05a13b39a85d3f24",
        "path": "/data/samples/bad/datasets/various/datalake.abuse.ch/2025-11/7eb736e8a4d03c1974e3c6209b2d13aa15d8c0d7b4ba52bc05a13b39a85d3f24.exe",
        "type": "pe"
      }
    ],
    "tv": "a9288"
  }
}