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            "i": "micro-behaviors/mem/alloc/heap::heap-realloc",
            "l": 2,
            "el": [
              "0x4578"
            ]
          },
          {
            "c": 0.699999988079071,
            "d": "Delay execution",
            "e": [
              "Sleep"
            ],
            "i": "micro-behaviors/time/timing/delay::sleep-dup",
            "l": 2,
            "el": [
              "0x4590"
            ]
          },
          {
            "a": "T1071.001",
            "c": 0.8199999928474426,
            "d": "WinHTTP close-handle API string",
            "e": [
              "WinHttpCloseHandle"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-close-handle-text",
            "l": 1,
            "m": "C0002",
            "el": [
              "0x2ec8"
            ]
          },
          {
            "a": "T1071.001",
            "c": 0.8399999737739563,
            "d": "WinHTTP query-headers API string",
            "e": [
              "WinHttpQueryHeaders"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-query-headers-text",
            "l": 1,
            "m": "C0002",
            "el": [
              "0x2e84"
            ]
          },
          {
            "a": "T1071.001",
            "c": 0.8500000238418579,
            "d": "Read WinHTTP response body",
            "e": [
              "WinHttpReadData"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-read-data",
            "l": 3,
            "m": "C0002",
            "el": [
              "0x4620"
            ]
          },
          {
            "d": ".dll extension reference",
            "e": [
              ".dll"
            ],
            "i": "micro-behaviors/fs/path/extension::dll-dup",
            "l": 2,
            "el": [
              "0x254a"
            ]
          },
          {
            "a": "T1620",
            "c": 0.8199999928474426,
            "d": "RegPhantom compact driver size",
            "e": [
              "63b9e01e885d01fc3783497ade1a93115f4094d1c89fcc8b52d2e4e9917599be.exe"
            ],
            "i": "well-known/malware/rootkit/regphantom::compact-callback-driver-size",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.8500000238418579,
            "d": "Direct NT API access",
            "e": [
              "ntdll.dll"
            ],
            "i": "micro-behaviors/os/syscall/invoke::ntdll-import",
            "l": 2,
            "el": [
              "0x2dd6"
            ]
          },
          {
            "c": 0.75,
            "d": "String to long integer conversion (strtol)",
            "e": [
              "strtol"
            ],
            "i": "micro-behaviors/data/string/conversion::strtol",
            "l": 1,
            "el": [
              "0x44f8"
            ]
          },
          {
            "c": 0.8799999952316284,
            "d": "Small string table footprint",
            "e": [
              "binary.string_count = 106.00"
            ],
            "i": "well-known/malware/trojan/shellobject/revengerat::tiny-string-table",
            "l": 1
          },
          {
            "a": "T1485",
            "c": 0.8999999761581421,
            "d": "Preserves .exe .gho .bak files",
            "e": [
              ".exe"
            ],
            "i": "objectives/impact/destroy/file-deletion::exe-gho-bak-whitelist",
            "l": 1,
            "m": "C0047",
            "el": [
              "0x26f8"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Memory fill operation",
            "e": [
              "memset"
            ],
            "i": "micro-behaviors/mem/c-runtime/functions::memset",
            "l": 2,
            "el": [
              "0x44b8"
            ]
          },
          {
            "a": "T1071.001",
            "c": 0.8399999737739563,
            "d": "WinHTTP open API string reference",
            "e": [
              "WinHttpOpen"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-open-text",
            "l": 1,
            "m": "C0002",
            "el": [
              "0x2e22"
            ]
          },
          {
            "a": "T1071.001",
            "c": 0.8999999761581421,
            "d": "Connect WinHTTP to remote host",
            "e": [
              "WinHttpConnect"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-connect",
            "l": 3,
            "m": "C0002",
            "el": [
              "0x45f0"
            ]
          },
          {
            "c": 1.0,
            "d": "Binary has 4 or fewer sections",
            "e": [
              "sections.count = 3.00"
            ],
            "i": "objectives/command-and-control/infrastructure/config::max-sections-4",
            "l": 1
          },
          {
            "a": "T1071.001",
            "c": 0.8399999737739563,
            "d": "WinHTTP connect API string reference",
            "e": [
              "WinHttpConnect"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-connect-text",
            "l": 1,
            "m": "C0002",
            "el": [
              "0x2e30"
            ]
          },
          {
            "a": "T1071.001",
            "c": 0.8799999952316284,
            "d": "WinHTTP DLL name string reference",
            "e": [
              "winhttp.dll"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-dll-name-text",
            "l": 1,
            "m": "C0002",
            "el": [
              "0x2e14"
            ]
          },
          {
            "a": "T1071.001",
            "c": 0.8399999737739563,
            "d": "WinHTTP receive response text reference",
            "e": [
              "WinHttpReceiveResponse"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-receive-response-text",
            "l": 1,
            "m": "C0002",
            "el": [
              "0x2e6b"
            ]
          },
          {
            "a": "T1071.001",
            "c": 0.8399999737739563,
            "d": "WinHTTP request API string reference",
            "e": [
              "WinHttpOpenRequest"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-open-request-text",
            "l": 1,
            "m": "C0002",
            "el": [
              "0x2e41"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Close handle",
            "e": [
              "CloseHandle"
            ],
            "i": "micro-behaviors/process/create/spawn::close-handle-dup",
            "l": 2,
            "el": [
              "0x2d92"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Write data to file handle",
            "e": [
              "WriteFile"
            ],
            "i": "micro-behaviors/fs/file/write/direct::write-file",
            "l": 2,
            "el": [
              "0x4598"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Memory copy operation",
            "e": [
              "memcpy"
            ],
            "i": "micro-behaviors/mem/c-runtime/functions::memcpy",
            "l": 2,
            "el": [
              "0x44c8"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Get process heap handle",
            "e": [
              "GetProcessHeap"
            ],
            "i": "micro-behaviors/mem/alloc/heap::get-process-heap",
            "l": 2,
            "el": [
              "0x4560"
            ]
          },
          {
            "a": "T1027",
            "c": 0.699999988079071,
            "d": "Code section dominates file layout",
            "e": [
              "binary.largest_section_ratio = 0.68"
            ],
            "i": "objectives/anti-static/obfuscation/string/anomaly::dominant-text-section",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 1.0,
            "d": "Binary has 30+ imports",
            "e": [
              "imports.count = 50.00"
            ],
            "i": "metadata/binary/metrics/threshold::many-imports-30",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Memory move with overlap",
            "e": [
              "memmove"
            ],
            "i": "micro-behaviors/mem/c-runtime/functions::memmove",
            "l": 2,
            "el": [
              "0x44d0"
            ]
          },
          {
            "a": "T1027",
            "c": 0.8399999737739563,
            "d": "VB6 PE with three sections",
            "e": [
              "sections.count = 3.00"
            ],
            "i": "objectives/anti-static/obfuscation/payload/string-sparse::three-section-vb6-layout",
            "l": 1,
            "m": "B0032"
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          {
            "c": 0.8999999761581421,
            "d": "PE file uses .exe extension",
            "e": [
              "63b9e01e885d01fc3783497ade1a93115f4094d1c89fcc8b52d2e4e9917599be.exe"
            ],
            "i": "metadata/binary/framework::exe-extension",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "Windows %TEMP% or %TMP% environment reference",
            "e": [
              "%tmp%"
            ],
            "i": "micro-behaviors/fs/path/temp::win-temp-env",
            "l": 2,
            "el": [
              "0x26f8"
            ]
          },
          {
            "c": 0.20000000298023224,
            "d": "tmp keyword",
            "e": [
              "tmp"
            ],
            "i": "micro-behaviors/data/text/keywords/lexicon::tmp",
            "l": 1,
            "el": [
              "0x26f8"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory deallocation",
            "e": [
              "HeapFree"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-free",
            "l": 2,
            "el": [
              "0x45a0"
            ]
          },
          {
            "c": 0.800000011920929,
            "d": "Regex component marker",
            "e": [
              "WinHttpQueryHeaders"
            ],
            "i": "micro-behaviors/communications/http/client/managed::webclient--rx-6",
            "l": 1,
            "el": [
              "0x2e84"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Convert FILETIME to SYSTEMTIME",
            "e": [
              "FileTimeToSystemTime"
            ],
            "i": "micro-behaviors/time/query::filetime-to-systemtime",
            "l": 2,
            "el": [
              "0x4558"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Formatted console output",
            "e": [
              "printf"
            ],
            "i": "micro-behaviors/os/stdio::printf",
            "l": 2,
            "el": [
              "0x44c0"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "CTS CreateFileW import",
            "e": [
              "CreateFileW"
            ],
            "i": "well-known/malware/worm/cts::create-file-w-import",
            "l": 1,
            "el": [
              "0x4580"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Heap memory allocation",
            "e": [
              "HeapAlloc"
            ],
            "i": "micro-behaviors/mem/alloc/heap::heap-alloc",
            "l": 2,
            "el": [
              "0x4568"
            ]
          },
          {
            "a": "T1071.001",
            "c": 0.8999999761581421,
            "d": "Initialize WinHTTP session",
            "e": [
              "WinHttpOpen"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-open",
            "l": 3,
            "m": "C0002",
            "el": [
              "0x45e8"
            ]
          },
          {
            "c": 1.0,
            "d": "Binary has 50+ imports",
            "e": [
              "imports.count = 50.00"
            ],
            "i": "metadata/binary/metrics/threshold::many-imports-50",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Wide string length",
            "e": [
              "wcslen"
            ],
            "i": "micro-behaviors/data/string/library::wcslen",
            "l": 2,
            "el": [
              "0x44e0"
            ]
          },
          {
            "c": 1.0,
            "d": "Binary has 20+ imports",
            "e": [
              "imports.count = 50.00"
            ],
            "i": "metadata/binary/metrics/threshold::many-imports-20",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Windows BCrypt DLL name",
            "e": [
              "bcrypt.dll"
            ],
            "i": "micro-behaviors/crypto/symmetric/aes/cng::bcrypt-dll-name",
            "l": 1,
            "m": "C0021",
            "el": [
              "0x2edb"
            ]
          },
          {
            "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"
            ],
            "i": "micro-behaviors/process/info/commandline::get-command-line",
            "l": 2,
            "el": [
              "0x45b8"
            ]
          },
          {
            "a": "T1071.001",
            "c": 0.8399999737739563,
            "d": "WinHTTP query-data API string reference",
            "e": [
              "WinHttpQueryDataAvailable"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-query-data-available-text",
            "l": 1,
            "m": "C0002",
            "el": [
              "0x2e9a"
            ]
          },
          {
            "c": 0.800000011920929,
            "d": "Regex component marker",
            "e": [
              "ExpandEnvironmentStringsW"
            ],
            "i": "micro-behaviors/communications/http/client/managed::webclient--rx-7",
            "l": 1,
            "el": [
              "0x2dbc"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "CreateFile API string reference",
            "e": [
              "CreateFile"
            ],
            "i": "micro-behaviors/fs/file/open::createfile-api",
            "l": 2,
            "el": [
              "0x2d56"
            ]
          },
          {
            "a": "T1562.001",
            "c": 1.0,
            "d": "ntdll.dll string reference",
            "e": [
              "ntdll.dll"
            ],
            "i": "objectives/evasion/anti-av/platform/defender::ntdll-dll-str",
            "l": 1,
            "el": [
              "0x2dd6"
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          },
          {
            "c": 0.8999999761581421,
            "d": "Tiny C string section ratio",
            "e": [
              " = 0.0% of total (0 / 12800 bytes)"
            ],
            "i": "metadata/binary/section/metrics::tiny-cstring-section",
            "l": 1
          },
          {
            "a": "T1055",
            "c": 0.9200000166893005,
            "d": "Regex component marker",
            "e": [
              "imports.count = 50.00"
            ],
            "i": "objectives/evasion/process/injection/vb6::vb6-process-injection-pattern-cond-1--inline-17571",
            "l": 1,
            "m": "C0041"
          },
          {
            "a": "T1105",
            "c": 0.800000011920929,
            "d": "Compact PE import table",
            "e": [
              "imports.count = 50.00"
            ],
            "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": [
              "sections.count = 3.00"
            ],
            "i": "metadata/binary/metrics/structural::few-sections",
            "l": 3
          },
          {
            "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": [
              "0x2cfa"
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          },
          {
            "a": "T1027",
            "c": 0.8199999928474426,
            "d": "Packed loader largest section ratio above 0.65",
            "e": [
              "binary.largest_section_ratio = 0.68"
            ],
            "i": "objectives/anti-static/obfuscation/payload/section::packed-loader-largest-section-dominates",
            "l": 1,
            "m": "B0032"
          },
          {
            "d": ".exe extension reference",
            "e": [
              ".exe"
            ],
            "i": "micro-behaviors/fs/path/extension::exe-dup",
            "l": 2,
            "el": [
              "0x26f8"
            ]
          },
          {
            "a": "T1027",
            "c": 0.8600000143051147,
            "d": "Long mixed-case identifiers cluster",
            "e": [
              "WinHttpQueryDataAvailable",
              "FileTimeToSystemTime"
            ],
            "i": "objectives/anti-static/obfuscation/string/junking::long-mixedcase-identifiers",
            "l": 1,
            "m": "B0032",
            "el": [
              "0x2e9a",
              "0x2d09"
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          },
          {
            "c": 0.949999988079071,
            "d": "Filename has EXE extension",
            "e": [
              "63b9e01e885d01fc3783497ade1a93115f4094d1c89fcc8b52d2e4e9917599be.exe"
            ],
            "i": "objectives/evasion/masquerade/file/double-ext::basename-is-exe",
            "l": 1
          },
          {
            "a": "T1027.007",
            "c": 0.800000011920929,
            "d": "DLL name strings without LoadLibrary import",
            "e": [
              "imports.count = 50.00"
            ],
            "i": "objectives/anti-static/obfuscation/string/runtime-decrypt::dll-names-no-loadlibrary",
            "l": 1,
            "m": "B0032.014"
          },
          {
            "a": "T1027.007",
            "c": 1.0,
            "d": "ntdll.dll as wide string (runtime resolver)",
            "e": [
              "ntdll.dll"
            ],
            "i": "objectives/anti-static/obfuscation/string/runtime-decrypt::ntdll-wide-string",
            "l": 1,
            "m": "B0032.014",
            "el": [
              "0x2dd6"
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          },
          {
            "a": "T1027",
            "c": 0.949999988079071,
            "d": "Regex component marker",
            "e": [
              "binary.largest_section_ratio = 0.68"
            ],
            "i": "objectives/anti-static/obfuscation/payload/section::packed-loader-data-geometry-cond-1--inline-29188",
            "l": 1,
            "m": "B0032"
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          {
            "c": 0.949999988079071,
            "d": "links winhttp (WinHttpOpen, WinHttpConnect, WinHttpOpenRequest, WinHttpSendRequest, WinHttpReceiveResponse, ... +4 more)",
            "e": [
              "winhttp"
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            "i": "metadata/dylib::winhttp",
            "l": 2,
            "el": [
              "9 symbols"
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          },
          {
            "c": 0.949999988079071,
            "d": "links ntdll (NtQuerySystemInformation, RtlGetNtVersionNumbers)",
            "e": [
              "ntdll"
            ],
            "i": "metadata/dylib::ntdll",
            "l": 2,
            "el": [
              "2 symbols"
            ]
          },
          {
            "c": 0.949999988079071,
            "d": "links kernel32 (FileTimeToSystemTime, GetProcessHeap, HeapAlloc, HeapSize, HeapReAlloc, ... +9 more)",
            "e": [
              "kernel32"
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            "i": "metadata/dylib::kernel32",
            "l": 2,
            "el": [
              "14 symbols"
            ]
          },
          {
            "c": 0.949999988079071,
            "d": "links msvcrt (memset, printf, memcpy, memmove, rand, ... +14 more)",
            "e": [
              "msvcrt"
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            "i": "metadata/dylib::msvcrt",
            "l": 2,
            "el": [
              "19 symbols"
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          },
          {
            "c": 0.949999988079071,
            "d": "links bcrypt (BCryptEnumProviders, BCryptEnumRegisteredProviders, BCryptFinalizeKeyPair, BCryptGenerateKeyPair, BCryptGenRandom, ... +1 more)",
            "e": [
              "bcrypt"
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            "i": "metadata/dylib::bcrypt",
            "l": 2,
            "el": [
              "6 symbols"
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          },
          {
            "a": "T1071.001",
            "c": 0.9300000071525574,
            "d": "Dynamically resolved WinHTTP downloader flow",
            "e": [
              "WinHttpConnect",
              "WinHttpCloseHandle",
              "WinHttpReadData",
              "winhttp.dll",
              "WinHttpOpen",
              "WinHttpReceiveResponse",
              "WinHttpSendRequest",
              "WinHttpQueryHeaders",
              "WinHttpQueryDataAvailable",
              "WinHttpOpenRequest"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-downloader-flow-text",
            "l": 3,
            "m": "C0002",
            "el": [
              "0x2e30",
              "0x2ec8",
              "0x2eb6",
              "0x2e14",
              "0x2e22",
              "0x2e6b",
              "0x2e56",
              "0x2e84",
              "0x2e9a",
              "0x2e41"
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          },
          {
            "a": "T1071.001",
            "c": 0.8999999761581421,
            "d": "WinHTTP request response data flow",
            "e": [
              "WinHttpSendRequest",
              "WinHttpQueryHeaders",
              "WinHttpReceiveResponse",
              "WinHttpReadData",
              "WinHttpQueryDataAvailable",
              "WinHttpOpenRequest"
            ],
            "i": "micro-behaviors/communications/http/client/winhttp::winhttp-request-flow",
            "l": 3,
            "m": "C0002",
            "el": [
              "0x4600",
              "0x4610",
              "0x4608",
              "0x4620",
              "0x4618",
              "0x45f8"
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          },
          {
            "a": "T1027.007",
            "c": 0.8500000238418579,
            "d": "Runtime API string decryption (DLL names without loader imports)",
            "e": [
              "ntdll.dll",
              "imports.count = 50.00",
              "kernel32.dll"
            ],
            "i": "objectives/anti-static/obfuscation/string/runtime-decrypt::runtime-api-decryption",
            "l": 4,
            "m": "B0032.014",
            "el": [
              "0x2dd6",
              "",
              "0x2cfa"
            ]
          },
          {
            "c": 0.8999999761581421,
            "d": "Encoded payload detected: url",
            "e": [
              "\u003cbinary data\u003e \u003curl\u003e"
            ],
            "i": "metadata/encoded-payload/url",
            "l": 3,
            "el": [
              "offset:9414"
            ]
          }
        ],
        "sha": "63b9e01e885d01fc3783497ade1a93115f4094d1c89fcc8b52d2e4e9917599be",
        "path": "/data/samples/bad/datasets/various/datalake.abuse.ch/2024-06/63b9e01e885d01fc3783497ade1a93115f4094d1c89fcc8b52d2e4e9917599be.exe",
        "type": "pe"
      }
    ],
    "tv": "176d6"
  }
}