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            "e": [
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            "i": "micro-behaviors/data/encode/charset::printable-ascii-substitution-table",
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            "l": 1,
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            "d": "mscoree DLL string reference",
            "e": [
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            "i": "objectives/anti-static/obfuscation/payload/loader::mscoree-name-anywhere",
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            "i": "micro-behaviors/os/exception/handler::pc-to-file-header",
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            "l": 2,
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            "i": "micro-behaviors/fs/file/open::file-create-win",
            "l": 2,
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            "i": "metadata/binary/metrics/structural::many-imports",
            "l": 2
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            "i": "metadata/binary/section/names::pe-code-data-standard-section",
            "l": 1
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            "el": [
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            "e": [
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              ".pdata"
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            "i": "metadata/binary/section/names::pe-runtime-standard-section",
            "l": 1
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            "e": [
              ".reloc"
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            "l": 2
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            "l": 2,
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            "c": 1.0,
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            "i": "metadata/hardening/mitigation::pe-dep",
            "l": 2,
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              "value:pe.dll_characteristics"
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            "e": [
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            "i": "metadata/binary/layout::many-readable-strings",
            "l": 2
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          {
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            "i": "metadata/binary/metrics/threshold::many-exports-9",
            "l": 1
          },
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            "d": "PE lacks VS_VERSION_INFO resource",
            "e": [
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            "i": "objectives/evasion/masquerade/cert::pe-no-version-info-resource",
            "l": 1,
            "el": [
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          },
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            "c": 0.8999999761581421,
            "d": "Flush file buffer to disk",
            "e": [
              "FlushFileBuffers"
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            "i": "micro-behaviors/fs/file/handle::flush-file-buffers",
            "l": 2,
            "el": [
              "0x37200"
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          },
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            "a": "T1082",
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            "d": "Query locale information",
            "e": [
              "GetLocaleInfoW"
            ],
            "i": "micro-behaviors/os/sysinfo/platform/locale::get-locale-info",
            "l": 2,
            "el": [
              "0x8c10c"
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          },
          {
            "a": "T1071.001",
            "c": 0.4000000059604645,
            "d": "Generic cmd/command/result field word fragment",
            "e": [
              "result"
            ],
            "i": "objectives/command-and-control/beacon/network/json::result-command-word",
            "l": 1,
            "m": "B0030",
            "el": [
              "0x37240"
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          },
          {
            "a": "T1027.007",
            "c": 0.75,
            "d": "x64 PE header access via movsxd",
            "e": [
              "42",
              "48"
            ],
            "i": "objectives/anti-static/obfuscation/imports::pe-header-walk-x64",
            "l": 1,
            "m": "B0032.014",
            "el": [
              "0xba44",
              "0x21cbc"
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          },
          {
            "c": 0.800000011920929,
            "d": "Tiny writable data section",
            "e": [
              ".data (size: 4608)"
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            "i": "metadata/binary/section/metrics::tiny-data-section",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Get current process handle",
            "e": [
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            "i": "micro-behaviors/os/module/load::get-current-process",
            "l": 2,
            "el": [
              "0x37118"
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          },
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            "c": 0.699999988079071,
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            "e": [
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            "i": "micro-behaviors/os/module/load::get-module-filename-dup",
            "l": 2,
            "el": [
              "0x8c364"
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            "c": 0.800000011920929,
            "d": "Reset event object state",
            "e": [
              "ResetEvent"
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            "i": "micro-behaviors/process/sync/event::reset-event",
            "l": 2,
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            "el": [
              "0x370e0"
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          },
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            "c": 0.8999999761581421,
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            "e": [
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            "i": "micro-behaviors/process/info/thread::get-current-thread-id",
            "l": 2,
            "el": [
              "0x37150"
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            "c": 1.0,
            "d": "Binary has 1000 or more strings",
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              "binary.string_count = 3842.00"
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            "i": "metadata/binary/metrics/threshold::string-count-1000-plus",
            "l": 2
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          {
            "c": 1.0,
            "d": "Binary has 20+ exports",
            "e": [
              "exports.count = 252.00"
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            "i": "metadata/binary/metrics/threshold::many-exports-20",
            "l": 1
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          {
            "c": 0.7200000286102295,
            "d": "Obfuscated Go PE network tokens",
            "e": [
              "qjuDpMWDOGZcE",
              "GZFhUdPyIshhWBiuPAkl",
              "TpfuDpjrSMQC",
              "zcYbOTYe",
              "NrTIUqkAYggFUdPUWQdCmQEznA",
              "GetCPInfo",
              "TqXuDpbzNLX",
              "SROboTscW",
              "zcYbOTYa",
              "BDrudPhQGHCchc"
            ],
            "i": "objectives/impact/dos/attack::go-pe-obfuscated-network-tokens",
            "l": 1,
            "el": [
              "0x73910",
              "0x5f080",
              "0x61f70",
              "0x4a7f0",
              "0x592a0",
              "0x8c11e",
              "0x6db30",
              "0x4d6e0",
              "0x67d50",
              "0x8ab91"
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          },
          {
            "c": 0.8600000143051147,
            "d": "Query locale information",
            "e": [
              "GetLocaleInfoW"
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            "i": "micro-behaviors/os/sysinfo/platform/locale::get-locale-info-import",
            "l": 2,
            "el": [
              "0x370c0"
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          {
            "c": 0.8999999761581421,
            "d": "Heap memory reallocation",
            "e": [
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            "i": "micro-behaviors/mem/alloc/heap::heap-realloc",
            "l": 2,
            "el": [
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          {
            "c": 0.8999999761581421,
            "d": "Initialize critical section",
            "e": [
              "InitializeCriticalSectionAndSpinCount"
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            "i": "micro-behaviors/process/sync/critical-section::critical-section-init",
            "l": 2,
            "el": [
              "0x37070"
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          {
            "c": 0.8999999761581421,
            "d": "High export count metric",
            "e": [
              "exports.count = 252.00"
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            "i": "micro-behaviors/communications/socket/route::high-export-count",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Binary has many exports (\u003e10)",
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              "exports.count = 252.00"
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            "i": "metadata/binary/metrics/structural::many-exports",
            "l": 2
          },
          {
            "d": "X11 xorg reference",
            "e": [
              "XORG"
            ],
            "i": "micro-behaviors/dylib/library/family::x11-xorg-ref",
            "l": 2,
            "el": [
              "0x823c0"
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          {
            "c": 1.0,
            "d": "Binary has 100+ exports",
            "e": [
              "exports.count = 252.00"
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            "i": "metadata/binary/metrics/threshold::many-exports-100",
            "l": 1
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          {
            "c": 0.8999999761581421,
            "d": "PE resource section",
            "e": [
              ".rsrc"
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            "i": "metadata/binary/section/names::pe-resource-section",
            "l": 1
          },
          {
            "a": "T1562.001",
            "c": 0.949999988079071,
            "d": "Regex component marker",
            "e": [
              "TlsSetValue",
              "FlsSetValue",
              "value too large",
              "FlsGetValue",
              "TlsGetValue"
            ],
            "i": "objectives/evasion/indicator-removal/cleanup::motw-removal-stream--rx-3",
            "l": 1,
            "m": "B0047",
            "el": [
              "0x8c0a4",
              "0x378d0",
              "0x37308",
              "0x378c0",
              "0x8c096"
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          },
          {
            "d": ".dll extension reference",
            "e": [
              ".dll"
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            "i": "micro-behaviors/fs/path/extension::dll-dup",
            "l": 2,
            "el": [
              "0x3ee18"
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            "c": 0.8999999761581421,
            "d": "Initialize thread-safe list header",
            "e": [
              "InitializeSListHead"
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            "i": "micro-behaviors/mem/sync/mutex::initialize-slist-head",
            "l": 2,
            "el": [
              "0x37158"
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          },
          {
            "c": 0.6000000238418579,
            "d": "SOCKS5 UDP ASSOCIATE request opcode",
            "e": [
              "05 03 00"
            ],
            "i": "micro-behaviors/communications/proxy/socks::socks5-udp-associate-byte",
            "l": 1,
            "el": [
              "0x15a59"
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          },
          {
            "c": 0.7799999713897705,
            "d": "Get module handle Unicode",
            "e": [
              "GetModuleHandleW"
            ],
            "i": "micro-behaviors/os/module/load::get-module-handle-wide",
            "l": 2,
            "el": [
              "0x370a8"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Get system time as FILETIME",
            "e": [
              "GetSystemTimeAsFileTime"
            ],
            "i": "micro-behaviors/time/query::get-system-time-as-filetime",
            "l": 2,
            "el": [
              "0x370a0"
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          },
          {
            "c": 0.8500000238418579,
            "d": "Get Unicode character type",
            "e": [
              "GetStringTypeW"
            ],
            "i": "micro-behaviors/os/env/access::get-string-type-w",
            "l": 2,
            "el": [
              "0x37038"
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          },
          {
            "c": 1.0,
            "d": "High-entropy ASLR (64-bit)",
            "e": [
              "[high_entropy_va, dynamic_base, nx_compat]"
            ],
            "i": "metadata/hardening/mitigation::pe-high-entropy-va",
            "l": 2,
            "el": [
              "value:pe.dll_characteristics"
            ]
          },
          {
            "a": "T1006",
            "c": 0.8500000238418579,
            "d": "Lookup function entry point",
            "e": [
              "RtlLookupFunctionEntry"
            ],
            "i": "micro-behaviors/os/exception/handler::lookup-function-entry",
            "l": 2,
            "el": [
              "0x370f8"
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          },
          {
            "c": 0.8199999928474426,
            "d": "Get extended module handle",
            "e": [
              "GetModuleHandleExW"
            ],
            "i": "micro-behaviors/os/module/load::get-module-handle-ex",
            "l": 2,
            "el": [
              "0x371b0"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Get standard I/O handle",
            "e": [
              "GetStdHandle"
            ],
            "i": "micro-behaviors/fs/file/handle::get-std-handle",
            "l": 2,
            "el": [
              "0x371d8"
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          },
          {
            "c": 0.699999988079071,
            "d": "GetModuleFileName API call",
            "e": [
              "GetModuleFileNameW"
            ],
            "i": "micro-behaviors/process/info/current::get-module-filename",
            "l": 2,
            "el": [
              "0x371b8"
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          },
          {
            "a": "T1006",
            "c": 0.8999999761581421,
            "d": "Virtual unwind stack frame",
            "e": [
              "RtlVirtualUnwind"
            ],
            "i": "micro-behaviors/os/exception/handler::virtual-unwind",
            "l": 2,
            "el": [
              "0x37100"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Get console input/output mode",
            "e": [
              "GetConsoleMode"
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            "i": "micro-behaviors/fs/file/handle::get-console-mode",
            "l": 2,
            "el": [
              "0x37218"
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          },
          {
            "c": 0.949999988079071,
            "d": "Unicode console output",
            "e": [
              "WriteConsoleW"
            ],
            "i": "micro-behaviors/hardware/display/screen::write-console-w",
            "l": 2,
            "el": [
              "0x37018"
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          },
          {
            "c": 0.8999999761581421,
            "d": "ext-ms Windows API-set cluster",
            "e": [
              "ext-ms-win-ntuser-windowstation-l1-1-0",
              "ext-ms-win-ntuser-dialogbox-l1-1-0"
            ],
            "i": "metadata/binary/linking/api-set::api-set-ext-cluster",
            "l": 2,
            "el": [
              "0x3f3e0",
              "0x3f390"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Decode base64/hex string via CryptoAPI",
            "e": [
              "CryptStringToBinaryA"
            ],
            "i": "micro-behaviors/crypto/library/encoding::crypt-string-to-binary",
            "l": 2,
            "el": [
              "0x37000"
            ]
          },
          {
            "a": "T1005",
            "c": 0.8999999761581421,
            "d": "Capture CPU context/registers",
            "e": [
              "RtlCaptureContext"
            ],
            "i": "micro-behaviors/os/exception/handler::capture-context",
            "l": 2,
            "el": [
              "0x370f0"
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          },
          {
            "c": 0.8500000238418579,
            "d": "Create named event object",
            "e": [
              "CreateEventW"
            ],
            "i": "micro-behaviors/process/sync/event::create-event",
            "l": 2,
            "m": "C0039",
            "el": [
              "0x37078"
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          },
          {
            "c": 0.8199999928474426,
            "d": "Elevated text section entropy",
            "e": [
              ".text (entropy: 6.39)"
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            "i": "metadata/binary/section/metrics::elevated-text-entropy-section",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Set standard I/O handle",
            "e": [
              "SetStdHandle"
            ],
            "i": "micro-behaviors/fs/file/handle::set-std-handle",
            "l": 2,
            "el": [
              "0x37278"
            ]
          },
          {
            "a": "T1614",
            "c": 0.6000000238418579,
            "d": "Country code UA token",
            "e": [
              "/UA/"
            ],
            "i": "objectives/anti-analysis/geofencing/region/country-code-d::country-code-ua",
            "l": 1,
            "m": "B0007.003",
            "el": [
              "0x4d6e0"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Regex component marker",
            "e": [
              "exports.count = 252.00"
            ],
            "i": "objectives/evasion/process/injection/memory::asm-manual-import-parsing-cond-2--inline-18287",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Get environment strings",
            "e": [
              "GetEnvironmentStringsW",
              "FreeEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::get-environment-strings",
            "l": 2,
            "el": [
              "0x37268",
              "0x37270"
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          },
          {
            "c": 0.8399999737739563,
            "d": "Invoke unhandled exception filter",
            "e": [
              "UnhandledExceptionFilter"
            ],
            "i": "micro-behaviors/os/exception/error-handling::unhandled-exception-filter-import",
            "l": 2,
            "el": [
              "0x37108"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage deallocation",
            "e": [
              "TlsFree"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-free",
            "l": 2,
            "el": [
              "0x37098"
            ]
          },
          {
            "a": "T1574.002",
            "c": 0.8799999952316284,
            "d": "LoadLibraryExW API string",
            "e": [
              "LoadLibraryExW"
            ],
            "i": "micro-behaviors/dylib/load/runtime::load-library-ex-w-string",
            "l": 2,
            "el": [
              "0x8c2fe"
            ]
          },
          {
            "c": 0.8600000143051147,
            "d": "Register unhandled exception filter",
            "e": [
              "SetUnhandledExceptionFilter"
            ],
            "i": "micro-behaviors/os/exception/error-handling::set-unhandled-exception-filter-import",
            "l": 2,
            "el": [
              "0x37110"
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          },
          {
            "c": 0.800000011920929,
            "d": "In-code MZ/PE compare immediate",
            "e": [
              "MZf9\bu3HcH\u003cH\u0003ȁ9PE"
            ],
            "i": "micro-behaviors/data/embedded/payload/header::pe-header-compare-immediate-multiple",
            "l": 1
          },
          {
            "a": "T1027.007",
            "c": 0.949999988079071,
            "d": "Direct PEB access (GS segment)",
            "e": [
              "65 48 8b 04 25 60 00 00 00"
            ],
            "i": "objectives/anti-static/obfuscation/imports::peb-access-x64",
            "l": 1,
            "m": "B0032.014",
            "el": [
              "0x21d56"
            ]
          },
          {
            "c": 0.8500000238418579,
            "d": "Inline MZ header validation constant",
            "e": [
              "B8 4D 5A 00 00"
            ],
            "i": "micro-behaviors/data/embedded/payload/header::inline-mz-magic-check",
            "l": 1,
            "el": [
              "0x147af"
            ]
          },
          {
            "c": 1.0,
            "d": "High export count metric",
            "e": [
              "exports.count = 252.00"
            ],
            "i": "metadata/binary/metrics/anomaly::high-export-count-marker",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "PE TLS section",
            "e": [
              ".tls"
            ],
            "i": "metadata/binary/section/names::pe-tls-section",
            "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,
            "el": [
              "0x37010"
            ]
          },
          {
            "a": "T1027.002",
            "c": 0.6499999761581421,
            "d": "DJB2 hash algorithm",
            "e": [
              "DJb2"
            ],
            "i": "micro-behaviors/os/api-resolution/hash-based::djb2-hash",
            "l": 3,
            "m": "F0004",
            "el": [
              "0x7c5e0"
            ]
          },
          {
            "a": "T1027",
            "c": 0.8999999761581421,
            "d": "High plaintext string count",
            "e": [
              "binary.string_count = 3842.00"
            ],
            "i": "objectives/anti-static/pack/polymorphic::high-string-count-2000",
            "l": 1
          },
          {
            "c": 0.8399999737739563,
            "d": "Read wide environment block",
            "e": [
              "GetEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::get-environment-strings-wide",
            "l": 2,
            "el": [
              "0x37268"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Directory enumeration",
            "e": [
              "FindNextFileW"
            ],
            "i": "micro-behaviors/fs/enumerate/directory::find-next-file",
            "l": 2,
            "el": [
              "0x37238"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Close handle",
            "e": [
              "CloseHandle"
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            "i": "micro-behaviors/process/create/spawn::close-handle-dup",
            "l": 2,
            "el": [
              "0x8c12a"
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          },
          {
            "a": "T1082",
            "c": 0.8399999737739563,
            "d": "Enumerate installed system locales",
            "e": [
              "EnumSystemLocalesEx",
              "EnumSystemLocalesW"
            ],
            "i": "micro-behaviors/os/sysinfo/platform/locale::enum-system-locales",
            "l": 2,
            "el": [
              "0x3f520",
              "0x8c3a0"
            ]
          },
          {
            "a": "T1574.002",
            "c": 0.8999999761581421,
            "d": "Windows GetProcAddress API string",
            "e": [
              "GetProcAddress"
            ],
            "i": "micro-behaviors/dylib/lookup::get-proc-address-text",
            "l": 2,
            "el": [
              "0x8c0ea"
            ]
          },
          {
            "c": 0.8500000238418579,
            "d": "LoadLibraryExW with LOAD_LIBRARY_SEARCH_SYSTEM32",
            "e": [
              "41 B8 00 08 00 00"
            ],
            "i": "micro-behaviors/os/api-resolution/manual::load-library-ex-system32",
            "l": 1,
            "el": [
              "0x17b5e"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Write data to file handle",
            "e": [
              "WriteFile"
            ],
            "i": "micro-behaviors/fs/file/write/direct::write-file",
            "l": 2,
            "el": [
              "0x37208"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage assignment",
            "e": [
              "TlsSetValue"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-set-value",
            "l": 2,
            "el": [
              "0x37090"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Get process heap handle",
            "e": [
              "GetProcessHeap"
            ],
            "i": "micro-behaviors/mem/alloc/heap::get-process-heap",
            "l": 2,
            "el": [
              "0x371e8"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Minimal resource section footprint",
            "e": [
              ".rsrc (size: 512)"
            ],
            "i": "well-known/malware/virus/virlock::tiny-rsrc-section",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Read data from file handle",
            "e": [
              "ReadFile"
            ],
            "i": "micro-behaviors/fs/file/read::read-file",
            "l": 2,
            "el": [
              "0x37220"
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          },
          {
            "c": 1.0,
            "d": "Binary is 500KB+",
            "e": [
              "772095296ada3b4a2747d76d5f8ae78a5bd828a24ac34911b32708ebfd229fbb.exe"
            ],
            "i": "metadata/binary/metrics/threshold::large-binary-500k",
            "l": 1
          },
          {
            "a": "T1055",
            "c": 0.699999988079071,
            "d": "Load PAGE_EXECUTE_READWRITE (0x40) into r8d/r9d (x64 ABI)",
            "e": [
              "b9",
              "b8"
            ],
            "i": "micro-behaviors/mem/alloc/executable::page-execute-readwrite-arg-x64",
            "l": 1,
            "el": [
              "0x27cc",
              "0x1b330"
            ]
          },
          {
            "c": 1.0,
            "d": "Binary has 30+ imports",
            "e": [
              "imports.count = 83.00"
            ],
            "i": "metadata/binary/metrics/threshold::many-imports-30",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Get file handle type",
            "e": [
              "GetFileType"
            ],
            "i": "micro-behaviors/fs/file/handle::get-file-type",
            "l": 2,
            "el": [
              "0x371e0"
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          },
          {
            "c": 0.949999988079071,
            "d": "COM registration export",
            "e": [
              "DllRegisterServer"
            ],
            "i": "metadata/binary/symbols/exports::export-dll-register-server",
            "l": 1,
            "el": [
              "0xc700"
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          },
          {
            "c": 0.800000011920929,
            "d": "Inline PE header walk sequence",
            "e": [
              "49",
              "4f"
            ],
            "i": "micro-behaviors/data/embedded/payload/header::inline-pe-header-walk",
            "l": 1,
            "el": [
              "0x1a471",
              "0x1a9b3"
            ]
          },
          {
            "c": 0.8500000238418579,
            "d": "Unicode string locale mapping",
            "e": [
              "LCMapStringW"
            ],
            "i": "micro-behaviors/os/env/access::lcmap-string-w",
            "l": 2,
            "el": [
              "0x370b8"
            ]
          },
          {
            "c": 0.6000000238418579,
            "d": "References to worker pools",
            "e": [
              "Threadpool"
            ],
            "i": "micro-behaviors/process/create/workers::worker-pool",
            "l": 2,
            "el": [
              "0x37958"
            ]
          },
          {
            "c": 1.0,
            "d": "ASLR enabled (DYNAMIC_BASE)",
            "e": [
              "[high_entropy_va, dynamic_base, nx_compat]"
            ],
            "i": "metadata/hardening/mitigation::pe-aslr",
            "l": 2,
            "el": [
              "value:pe.dll_characteristics"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "PE file uses .exe extension",
            "e": [
              "772095296ada3b4a2747d76d5f8ae78a5bd828a24ac34911b32708ebfd229fbb.exe"
            ],
            "i": "metadata/binary/framework::exe-extension",
            "l": 1
          },
          {
            "c": 0.30000001192092896,
            "d": "XGETBV instruction bytes",
            "e": [
              "0F 01 D0"
            ],
            "i": "metadata/binary/instruction::xgetbv-instr",
            "l": 2,
            "el": [
              "0x15442"
            ]
          },
          {
            "c": 1.0,
            "d": "Binary has 2000+ strings",
            "e": [
              "binary.string_count = 3842.00"
            ],
            "i": "metadata/binary/metrics/threshold::many-strings-2000",
            "l": 1
          },
          {
            "a": "T1027.007",
            "c": 0.699999988079071,
            "d": "PE header access via e_lfanew offset",
            "e": [
              "49",
              "4f"
            ],
            "i": "objectives/anti-static/obfuscation/imports::pe-header-walk",
            "l": 1,
            "m": "B0032.014",
            "el": [
              "0x1a471",
              "0x1a9b3"
            ]
          },
          {
            "c": 0.9800000190734863,
            "d": "Regex component marker",
            "e": [
              "exports.count = 252.00"
            ],
            "i": "micro-behaviors/process/terminate/kill::toolhelp-kill-loop-source-cond-5--inline-3845",
            "l": 1
          },
          {
            "a": "T1027",
            "c": 1.0,
            "d": "Binary has normal code entropy (\u003e5.5)",
            "e": [
              "binary.code_entropy = 6.39"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics/shape::normal-code-entropy",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.8999999761581421,
            "d": "Dense api-ms-win-core string cluster",
            "e": [
              "api-ms-win-core-processthreads-l1-1-2",
              "api-ms-win-core-xstate-l2-1-0",
              "api-ms-win-core-localization-obsolete-l1-2-0",
              "api-ms-win-core-winrt-l1-1-0",
              "api-ms-win-core-synch-l1-2-0",
              "api-ms-win-core-fibers-l1-1-1",
              "api-ms-win-core-string-l1-1-0",
              "api-ms-win-core-file-l1-2-2",
              "api-ms-win-core-datetime-l1-1-1",
              "api-ms-win-core-sysinfo-l1-2-1",
              "api-ms-win-core-localization-l1-2-1"
            ],
            "i": "metadata/binary/linking/api-set::api-set-core-cluster",
            "l": 1,
            "el": [
              "0x3f150",
              "0x3f2a0",
              "0x3f0f0",
              "0x3f260",
              "0x3b300",
              "0x3b2c0",
              "0x3f1a0",
              "0x3f060",
              "0x3efe0",
              "0x3f220",
              "0x3f0a0"
            ]
          },
          {
            "c": 0.800000011920929,
            "d": "CorExitProcess CLR termination reference",
            "e": [
              "CorExitProcess"
            ],
            "i": "micro-behaviors/process/inject/runtime/clr::corexitprocess-string",
            "l": 2,
            "el": [
              "0x3ee30"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Set last error code",
            "e": [
              "SetLastError"
            ],
            "i": "micro-behaviors/os/exception/error-handling::set-last-error",
            "l": 2,
            "el": [
              "0x37068"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory deallocation",
            "e": [
              "HeapFree"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-free",
            "l": 2,
            "el": [
              "0x371a8"
            ]
          },
          {
            "c": 1.0,
            "d": "Binary has 200+ exports (large library)",
            "e": [
              "exports.count = 252.00"
            ],
            "i": "metadata/binary/metrics/threshold::many-exports-200",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "CTS CreateFileW import",
            "e": [
              "CreateFileW"
            ],
            "i": "well-known/malware/worm/cts::create-file-w-import",
            "l": 1,
            "el": [
              "0x37280"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory allocation",
            "e": [
              "HeapAlloc"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-alloc",
            "l": 2,
            "el": [
              "0x37198"
            ]
          },
          {
            "c": 0.6000000238418579,
            "d": "Copyright notice",
            "e": [
              "Copyright"
            ],
            "i": "metadata/package/license::copyright-word",
            "l": 2,
            "el": [
              "0x8c620"
            ]
          },
          {
            "c": 1.0,
            "d": "Binary has 50+ imports",
            "e": [
              "imports.count = 83.00"
            ],
            "i": "metadata/binary/metrics/threshold::many-imports-50",
            "l": 1
          },
          {
            "a": "T1055",
            "c": 0.699999988079071,
            "d": "Load PAGE_READWRITE (0x04) into r8d/r9d",
            "e": [
              "b8",
              "b9"
            ],
            "i": "micro-behaviors/mem/alloc/executable::page-readwrite-arg-x64",
            "l": 1,
            "el": [
              "0x14404",
              "0x143a0"
            ]
          },
          {
            "d": "Lowercase alphanumeric character set (digits first)",
            "e": [
              "0123456789abcdefghijklmnopqrstuvwxyz"
            ],
            "i": "micro-behaviors/data/encode/charset::lowercase-digits-alphabet",
            "l": 1,
            "el": [
              "0x37d40"
            ]
          },
          {
            "c": 0.800000011920929,
            "d": "Set event object state",
            "e": [
              "SetEvent"
            ],
            "i": "micro-behaviors/process/sync/event::set-event",
            "l": 2,
            "m": "C0039",
            "el": [
              "0x370d8"
            ]
          },
          {
            "a": "T1005",
            "c": 0.75,
            "d": "Regex component marker",
            "e": [
              "imports.count = 83.00"
            ],
            "i": "micro-behaviors/fs/file/binary::file-manipulation-cond-0--inline-18739",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Get process startup information",
            "e": [
              "GetStartupInfoW"
            ],
            "i": "micro-behaviors/os/sysinfo/process::get-startup-info",
            "l": 2,
            "el": [
              "0x37138"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Delete critical section",
            "e": [
              "DeleteCriticalSection"
            ],
            "i": "micro-behaviors/process/sync/critical-section::critical-section-delete",
            "l": 2,
            "el": [
              "0x37050"
            ]
          },
          {
            "a": "T1562.001",
            "c": 0.949999988079071,
            "d": "ETW event write blinding patch bytes",
            "e": [
              "48 33 c0 c3"
            ],
            "i": "objectives/evasion/anti-av/platform/defender::etw-blinding-patch-bytes",
            "l": 1,
            "el": [
              "0x17a2f"
            ]
          },
          {
            "c": 1.0,
            "d": "Binary has 20+ imports",
            "e": [
              "imports.count = 83.00"
            ],
            "i": "metadata/binary/metrics/threshold::many-imports-20",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Get current process ID",
            "e": [
              "GetCurrentProcessId"
            ],
            "i": "micro-behaviors/process/info/thread::get-current-process-id",
            "l": 2,
            "el": [
              "0x37148"
            ]
          },
          {
            "c": 0.949999988079071,
            "d": "mscoree name reference",
            "e": [
              "mscoree.dll"
            ],
            "i": "metadata/binary/framework::mscoree-name",
            "l": 2,
            "el": [
              "0x3ee18"
            ]
          },
          {
            "a": "T1006",
            "c": 0.8999999761581421,
            "d": "Extended stack unwinding",
            "e": [
              "RtlUnwindEx"
            ],
            "i": "micro-behaviors/os/exception/handler::unwind-ex",
            "l": 2,
            "el": [
              "0x37170"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Atomically flush thread-safe list",
            "e": [
              "InterlockedFlushSList"
            ],
            "i": "micro-behaviors/mem/sync/mutex::interlocked-flush-slist",
            "l": 2,
            "el": [
              "0x37190"
            ]
          },
          {
            "c": 0.75,
            "d": "Large base64-like string (512+ chars)",
            "e": [
              "aK85ZytfKThfK0J0LWdDWClBVCZyMVYAIFxTMyNeFz9MSkZUKIdFk3iiXORGHmpKfD9HM3ZQLWcvXwU4Wyt2dClnd1gtQWAmdjFWACBUXDMrXjw/RNlIJDllQ3NmJkYk"
            ],
            "i": "objectives/anti-static/obfuscation/payload/encoded::large-base64-string-dup",
            "l": 3,
            "el": [
              "0x823c0"
            ]
          },
          {
            "c": 0.20000000298023224,
            "d": "pipe keyword",
            "e": [
              "pipe"
            ],
            "i": "micro-behaviors/data/text/keywords/lexicon::pipe",
            "l": 1,
            "el": [
              "0x36d48"
            ]
          },
          {
            "c": 0.800000011920929,
            "d": "Release wide environment block",
            "e": [
              "FreeEnvironmentStringsW"
            ],
            "i": "micro-behaviors/os/env/access::free-environment-strings-wide",
            "l": 2,
            "el": [
              "0x37270"
            ]
          },
          {
            "c": 0.8500000238418579,
            "d": "Pointer value encoding",
            "e": [
              "EncodePointer"
            ],
            "i": "micro-behaviors/os/syscall/invoke::encode-pointer",
            "l": 2,
            "el": [
              "0x37058"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Exit current process",
            "e": [
              "ExitProcess"
            ],
            "i": "micro-behaviors/process/terminate/kill::exit-process",
            "l": 2,
            "el": [
              "0x37020"
            ]
          },
          {
            "c": 0.800000011920929,
            "d": "CompanyName field absent from PE version info",
            "e": [
              "field 'pe.version.company' does not exist"
            ],
            "i": "metadata/binary/anomaly/format::version-info-company-name-absent",
            "l": 1,
            "el": [
              "value:pe.version.company"
            ]
          },
          {
            "c": 0.8199999928474426,
            "d": "Query current process command line",
            "e": [
              "GetCommandLineW",
              "GetCommandLineA"
            ],
            "i": "micro-behaviors/process/info/commandline::get-command-line",
            "l": 2,
            "el": [
              "0x37260",
              "0x37258"
            ]
          },
          {
            "c": 0.800000011920929,
            "d": "Regex component marker",
            "e": [
              "LCMapStringEx",
              "string too long",
              "api-ms-win-core-string-l1-1-0",
              "FreeEnvironmentStringsW",
              "invalid string position",
              "CompareStringEx",
              "GetStringTypeW",
              "LCMapStringW",
              "GetEnvironmentStringsW",
              "CryptStringToBinaryA"
            ],
            "i": "micro-behaviors/communications/http/client/managed::webclient--rx-7",
            "l": 1,
            "el": [
              "0x37c70",
              "0x83e28",
              "0x3f1a0",
              "0x8c4ee",
              "0x83e38",
              "0x37c50",
              "0x8bfc8",
              "0x8c0fc",
              "0x8c4d4",
              "0x8bf78"
            ]
          },
          {
            "c": 0.8399999737739563,
            "d": "Enumerate installed locales",
            "e": [
              "EnumSystemLocalesW"
            ],
            "i": "micro-behaviors/os/sysinfo/platform/locale::enum-system-locales-import",
            "l": 2,
            "el": [
              "0x371d0"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "CreateFile API string reference",
            "e": [
              "CreateFile"
            ],
            "i": "micro-behaviors/fs/file/open::createfile-api",
            "l": 2,
            "el": [
              "0x8c518"
            ]
          },
          {
            "c": 0.800000011920929,
            "d": "Five or more PE sections",
            "e": [
              "sections.count = 8.00"
            ],
            "i": "objectives/anti-static/obfuscation/imports::five-plus-sections-pe",
            "l": 1
          },
          {
            "a": "T1140",
            "c": 0.800000011920929,
            "d": "Large base64 encoded payload",
            "e": [
              "aK85ZytfKThfK0J0LWdDWClBVCZyMVYAIFxTMyNeFz9MSkZUKIdFk3iiXORGHmpKfD9HM3ZQLWcvXwU4Wyt2dClnd1gtQWAmdjFWACBUXDMrXjw/RNlIJDllQ3NmJkYk"
            ],
            "i": "micro-behaviors/data/encode/payload::large-base64-payload",
            "l": 3,
            "m": "C0043",
            "el": [
              "0x823c0"
            ]
          },
          {
            "c": 0.800000011920929,
            "d": "Tiny resource section (no version/icon)",
            "e": [
              ".rsrc (size: 512)"
            ],
            "i": "metadata/binary/resource::minimal-resources",
            "l": 2
          },
          {
            "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/gui-decoy::minimal-pe-resources",
            "l": 1
          },
          {
            "c": 0.949999988079071,
            "d": "Process termination via TerminateProcess",
            "e": [
              "TerminateProcess"
            ],
            "i": "micro-behaviors/process/terminate/kill::terminate-process",
            "l": 3,
            "m": "B0033",
            "el": [
              "0x37120"
            ]
          },
          {
            "a": "T1027",
            "c": 0.8500000238418579,
            "d": "Regex component marker",
            "e": [
              "exports.count = 252.00"
            ],
            "i": "objectives/anti-static/obfuscation/payload/section::packed-loader-largest-section-benign-cond-10--inline-29172",
            "l": 1,
            "m": "B0032"
          },
          {
            "a": "T1106",
            "c": 0.699999988079071,
            "d": "EnumSystemLocales callback API",
            "e": [
              "EnumSystemLocalesW"
            ],
            "i": "objectives/evasion/process/injection/callback::enum-locale-callback",
            "l": 1,
            "m": "E1106",
            "el": [
              "0x371d0"
            ]
          },
          {
            "a": "T1622",
            "c": 0.8999999761581421,
            "d": "mscoree.dll resolved at runtime",
            "e": [
              "mscoree.dll"
            ],
            "i": "objectives/anti-analysis/debugger-detect/stub::mscoree-runtime-resolve-string",
            "l": 1,
            "el": [
              "0x3ee18"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Resolve exports with GetProcAddress",
            "e": [
              "GetProcAddress"
            ],
            "i": "micro-behaviors/os/module/load::get-proc-address-import",
            "l": 2,
            "el": [
              "0x370b0"
            ]
          },
          {
            "a": "T1027.007",
            "c": 0.8999999761581421,
            "d": "Kernel32 DLL resolution string",
            "e": [
              "kernel32.dll"
            ],
            "i": "micro-behaviors/os/api-resolution/manual::kernel32-resolver",
            "l": 1,
            "el": [
              "0x83d38"
            ]
          },
          {
            "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,
            "el": [
              "0x35f64"
            ]
          },
          {
            "c": 0.8399999737739563,
            "d": "Large binary with few DLL dependencies",
            "e": [
              "dependencies.count = 3.00"
            ],
            "i": "metadata/package/metrics::import-count-under-80",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.8500000238418579,
            "d": "Many stack-constructed strings detected",
            "e": [
              "@SXL",
              "1@Lj",
              "lSk2",
              "8@B\u0026",
              "\"E\u003eE",
              "@*Y\u003c",
              "}59_097 ",
              "|Sk`taVl",
              "QF|^",
              "{NYx",
              ".-9as\u0026X]",
              "@OY1rddjedx6?o1w",
              "7?bi",
              "-w^s",
              "B)#H",
              "4+fT"
            ],
            "i": "objectives/anti-static/obfuscation/string/anomaly::many-stack-strings",
            "l": 1,
            "m": "B0032",
            "el": [
              "0xa36e",
              "0xa346",
              "0xa3fa",
              "0xa44a",
              "0xa4d6",
              "0xa026",
              "0xa1d4",
              "0xa4fe",
              "0xa2a6",
              "0xa260",
              "0xa148",
              "0xa53a",
              "0x9fd6",
              "0xa47c",
              "0xa242",
              "0xa120"
            ]
          },
          {
            "a": "T1587.001",
            "c": 0.8999999761581421,
            "d": "VirtualAlloc API string reference",
            "e": [
              "VirtualAlloc"
            ],
            "i": "micro-behaviors/mem/protect/modify::virtual-alloc-string",
            "l": 1,
            "el": [
              "0x83d28"
            ]
          },
          {
            "c": 0.699999988079071,
            "d": "High string count over 1000",
            "e": [
              "binary.string_count = 3842.00"
            ],
            "i": "metadata/binary/metrics/threshold::high-string-count-1000",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.8500000238418579,
            "d": "Sparse import table",
            "e": [
              "imports.count = 83.00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics/sparse-imports::low-import-count",
            "l": 1,
            "m": "B0032"
          },
          {
            "a": "T1027",
            "c": 0.8500000238418579,
            "d": "Regex component marker",
            "e": [
              "exports.count = 252.00"
            ],
            "i": "objectives/anti-static/obfuscation/payload/section::versioned-export-heavy-library-cond-1--inline-29160",
            "l": 1,
            "m": "B0032"
          },
          {
            "a": "T1027",
            "c": 0.8600000143051147,
            "d": "Long mixed-case identifiers cluster",
            "e": [
              "ReleaseSRWLockExclusive",
              "GetCurrentProcessorNumber",
              "GetFileInformationByHandleEx",
              "GetSystemTimePreciseAsFileTime",
              "AcquireSRWLockExclusive",
              "GetCurrentPackageId",
              "FreeLibraryWhenCallbackReturns",
              "WaitForThreadpoolTimerCallbacks",
              "InitializeConditionVariable",
              "InitializeCriticalSectionEx",
              "EnumSystemLocalesEx",
              "TryAcquireSRWLockExclusive",
              "GetUserDefaultLocaleName",
              "FlushProcessWriteBuffers",
              "SleepConditionVariableCS",
              "SleepConditionVariableSRW"
            ],
            "i": "objectives/anti-static/obfuscation/string/junking::long-mixedcase-identifiers",
            "l": 1,
            "m": "B0032",
            "el": [
              "0x37bd0",
              "0x37a48",
              "0x37aa8",
              "0x37ae8",
              "0x37b98",
              "0x37a80",
              "0x37a28",
              "0x37988",
              "0x37b08",
              "0x378e0",
              "0x3f520",
              "0x37bb0",
              "0x3f5e0",
              "0x37a08",
              "0x37b60",
              "0x37be8"
            ]
          },
          {
            "c": 0.949999988079071,
            "d": "Filename has EXE extension",
            "e": [
              "772095296ada3b4a2747d76d5f8ae78a5bd828a24ac34911b32708ebfd229fbb.exe"
            ],
            "i": "objectives/evasion/masquerade/file/double-ext::basename-is-exe",
            "l": 1
          },
          {
            "c": 0.8500000238418579,
            "d": "Repeated GetTickCount with small-constant comparisons",
            "e": [
              "05 39 01 00",
              "9d 1a 00 00",
              "a6 12 02 00",
              "fb e9 01 00",
              "5d e0 00 00",
              "56 e9 00 00",
              "74 3a 00 00",
              "ca 29 01 00",
              "2c e5 00 00"
            ],
            "i": "objectives/anti-static/obfuscation/instruction/junk::gettickcount-junk-branches",
            "l": 1,
            "el": [
              "0x22c6d",
              "0x34ad5",
              "0x15284",
              "0x17b77",
              "0x28515",
              "0x27c1c",
              "0x32afe",
              "0x23ba8",
              "0x28046"
            ]
          },
          {
            "c": 0.4000000059604645,
            "d": "XOR decryption loop byte pattern",
            "e": [
              "00 41 3e 2d 75"
            ],
            "i": "objectives/anti-analysis/self-modify/runtime::xor-loop-pattern",
            "l": 1,
            "el": [
              "0x24937"
            ]
          },
          {
            "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",
            "el": [
              "0x37128"
            ]
          },
          {
            "c": 0.9200000166893005,
            "d": "DNP3 link-layer sync header bytes",
            "e": [
              "08 00 70 33"
            ],
            "i": "micro-behaviors/communications/dnp3::sync-header",
            "l": 1,
            "el": [
              "0x85e74"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Browser process termination API",
            "e": [
              "TerminateProcess"
            ],
            "i": "objectives/collection/stealer/browser::windows-browser-terminate-api",
            "l": 1,
            "el": [
              "0x37120"
            ]
          },
          {
            "c": 0.949999988079071,
            "d": "links ole32 (CoLoadLibrary)",
            "e": [
              "ole32"
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            "i": "micro-behaviors/os/sysinfo/platform/locale::locale-environment-fingerprint",
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              "api-ms-win-core-xstate-l2-1-0",
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              "api-ms-win-core-sysinfo-l1-2-1",
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              "IsDebuggerPresent",
              "exports.count = 252.00",
              "FreeEnvironmentStringsW",
              "GetEnvironmentStringsW"
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            "i": "objectives/anti-analysis/environment-detect/runtime::environment-adaptive-behavior",
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        "path": "/data/samples/bad/datasets/various/datalake.abuse.ch/2022-11/772095296ada3b4a2747d76d5f8ae78a5bd828a24ac34911b32708ebfd229fbb.exe",
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}