{
  "ml": {
    "v": "4",
    "fs": [
      {
        "id": 0,
        "prob": 0.9815003871917725,
        "class": 1
      }
    ],
    "prob": 0.9815004,
    "class": 1,
    "oprob": 0.83227617,
    "oclass": 0,
    "version": "v16.16",
    "thresholds": [
      0.9815004,
      0.99404883
    ],
    "analyzed_at": "2026-05-02T02:46:18Z"
  },
  "path": "38905",
  "raw": {
    "v": "4",
    "fs": [
      {
        "f": "KO₅(As₅Er₃PC₂I)H₂(PoDb)Md₂(Bi₅Si)Th",
        "x": 155,
        "id": 0,
        "is": [
          "AddAtomA",
          "CreateDirectoryA",
          "CreateProcessA",
          "CreateSemaphoreA",
          "DeleteFileA",
          "ExitProcess",
          "FindAtomA",
          "GetAtomNameA",
          "GetCommandLineA",
          "GetLastError",
          "GetModuleFileNameA",
          "GetModuleHandleA",
          "GetStartupInfoA",
          "InterlockedDecrement",
          "InterlockedIncrement",
          "ReleaseSemaphore",
          "SetFileAttributesA",
          "SetLastError",
          "SetUnhandledExceptionFilter",
          "Sleep",
          "TlsAlloc",
          "TlsFree",
          "TlsGetValue",
          "TlsSetValue",
          "WaitForSingleObject",
          "fdopen",
          "read",
          "strdup",
          "write",
          "getmainargs",
          "mb_cur_max",
          "p__environ",
          "p__fmode",
          "set_app_type",
          "assert",
          "cexit",
          "ctype",
          "errno",
          "fstati64",
          "iob",
          "isctype",
          "lseeki64",
          "onexit",
          "pctype",
          "setmode",
          "strnicmp",
          "vsnprintf",
          "abort",
          "atexit",
          "fclose",
          "fflush",
          "fopen",
          "fprintf",
          "free",
          "localeconv",
          "malloc",
          "memchr",
          "memcpy",
          "memmove",
          "memset",
          "rand",
          "setlocale",
          "setvbuf",
          "signal",
          "srand",
          "strcat",
          "strcmp",
          "strcoll",
          "strcpy",
          "strftime",
          "strlen",
          "strtod",
          "strxfrm",
          "time",
          "SHGetFolderPathA",
          "ShellExecuteA"
        ],
        "ms": {
          "binary": {
            "code_size": 245760.0,
            "file_size": 740253.0,
            "import_count": 76.0,
            "string_count": 352.0,
            "section_count": 6.0,
            "avg_complexity": 5.1,
            "function_count": 1015.0,
            "import_density": 0.32,
            "max_complexity": 222.0,
            "string_density": 1.47,
            "overall_entropy": 7.17,
            "avg_basic_blocks": 7.73,
            "avg_section_size": 47616.0,
            "function_density": 4.23,
            "avg_function_size": 246.81,
            "avg_string_length": 12.87,
            "complexity_per_kb": 0.02,
            "max_string_length": 66.0,
            "writable_sections": 4.0,
            "avg_string_entropy": 2.75,
            "code_section_ratio": 0.17,
            "code_to_data_ratio": 6.15,
            "data_to_file_ratio": 0.0,
            "rsrc_to_file_ratio": 0.04,
            "text_to_file_ratio": 0.33,
            "total_basic_blocks": 7842.0,
            "executable_sections": 1.0,
            "section_name_entropy": 3.12,
            "string_length_stddev": 13.01,
            "largest_section_ratio": 0.33,
            "sentence_string_count": 14.0,
            "sentence_string_ratio": 0.04,
            "behavioral_import_ratio": 0.04,
            "function_analysis_depth": 2.0,
            "has_malformed_structure": true,
            "normalized_import_count": 0.09,
            "normalized_section_count": 0.31,
            "high_complexity_functions": 15.0
          }
        },
        "ss": [
          [
            77,
            "!This program cannot be run in DOS mode."
          ],
          [
            376,
            ".text"
          ],
          [
            456,
            ".rdata"
          ],
          [
            536,
            ".idata"
          ],
          [
            576,
            ".rsrc"
          ],
          [
            6388,
            "CUNG"
          ],
          [
            6607,
            "CUNG5"
          ],
          [
            9767,
            "M 9M"
          ],
          [
            12577,
            "B4CUNG"
          ],
          [
            31083,
            "5 SD"
          ],
          [
            33405,
            "5HSD"
          ],
          [
            57696,
            "UWVS"
          ],
          [
            123624,
            "80tp"
          ],
          [
            190213,
            "SL9C"
          ],
          [
            193472,
            "VL9F"
          ],
          [
            196504,
            "WL9G"
          ],
          [
            247808,
            ".exe"
          ],
          [
            247815,
            "open"
          ],
          [
            247840,
            "Saaaalamm"
          ],
          [
            247936,
            "basic_filebuf::xsgetn error reading the file"
          ],
          [
            247984,
            "basic_filebuf::_M_convert_to_external conversion error"
          ],
          [
            248040,
            "basic_filebuf::underflow codecvt::max_length() is not valid"
          ],
          [
            248100,
            "basic_filebuf::underflow incomplete character in file"
          ],
          [
            248156,
            "basic_filebuf::underflow error reading the file"
          ],
          [
            248204,
            "basic_filebuf::underflow invalid byte sequence in file"
          ],
          [
            248272,
            "basic_ios::clear"
          ],
          [
            248304,
            "basic_string::at"
          ],
          [
            248321,
            "basic_string::copy"
          ],
          [
            248340,
            "basic_string::compare"
          ],
          [
            248362,
            "basic_string::_S_create"
          ],
          [
            248386,
            "basic_string::reserve"
          ],
          [
            248408,
            "basic_string::erase"
          ],
          [
            248428,
            "basic_string::assign"
          ],
          [
            248449,
            "basic_string::append"
          ],
          [
            248470,
            "basic_string::_M_replace_aux"
          ],
          [
            248499,
            "basic_string::replace"
          ],
          [
            248521,
            "basic_string::insert"
          ],
          [
            248542,
            "basic_string::resize"
          ],
          [
            248564,
            "basic_string::_S_construct NULL not valid"
          ],
          [
            248606,
            "basic_string::basic_string"
          ],
          [
            248633,
            "basic_string::substr"
          ],
          [
            248840,
            "ios_base::_M_grow_words is not valid"
          ],
          [
            248880,
            "ios_base::_M_grow_words allocation failed"
          ],
          [
            248968,
            "locale::_S_normalize_category category not found"
          ],
          [
            249044,
            "locale::_Impl::_M_replace_facet"
          ],
          [
            249490,
            "POSIX"
          ],
          [
            249511,
            "%m/%d/%y"
          ],
          [
            249936,
            "pure virtual method called"
          ],
          [
            249972,
            "LC_CTYPE"
          ],
          [
            249981,
            "LC_NUMERIC"
          ],
          [
            249992,
            "LC_TIME"
          ],
          [
            250000,
            "LC_COLLATE"
          ],
          [
            250011,
            "LC_MONETARY"
          ],
          [
            250023,
            "LC_MESSAGES"
          ],
          [
            250064,
            "locale::facet::_S_create_c_locale name not valid"
          ],
          [
            250161,
            "true"
          ],
          [
            250166,
            "false"
          ],
          [
            250176,
            "-+xX0123456789abcdef0123456789ABCDEF"
          ],
          [
            250213,
            "-+xX0123456789abcdefABCDEF"
          ],
          [
            250264,
            "AKST"
          ],
          [
            250329,
            "August"
          ],
          [
            250336,
            "September"
          ],
          [
            250346,
            "October"
          ],
          [
            250354,
            "November"
          ],
          [
            250363,
            "December"
          ],
          [
            250392,
            "Sunday"
          ],
          [
            250399,
            "Monday"
          ],
          [
            250406,
            "Tuesday"
          ],
          [
            250414,
            "Wednesday"
          ],
          [
            250424,
            "Thursday"
          ],
          [
            250433,
            "Friday"
          ],
          [
            250440,
            "Saturday"
          ],
          [
            250477,
            "January"
          ],
          [
            250485,
            "February"
          ],
          [
            250494,
            "March"
          ],
          [
            250500,
            "April"
          ],
          [
            250510,
            "June"
          ],
          [
            250515,
            "July"
          ],
          [
            250576,
            "c:/mnt/samo/mingw/msys/mthr_stub.c"
          ],
          [
            250624,
            "-LIBGCCW32-EH-2-SJLJ-GTHR-MINGW32"
          ],
          [
            250660,
            "w32_sharedptr-\u003esize == sizeof(W32_EH_SHARED)"
          ],
          [
            250705,
            "%s:%u: failed assertion `%s'"
          ],
          [
            250736,
            "../../gcc/gcc/config/i386/w32-shared-ptr.c"
          ],
          [
            251044,
            "INITY"
          ],
          [
            252460,
            "N10__cxxabiv117__class_type_infoE"
          ],
          [
            252524,
            "N10__cxxabiv120__si_class_type_infoE"
          ],
          [
            252588,
            "N10__cxxabiv121__vmi_class_type_infoE"
          ],
          [
            252652,
            "NSt6locale5facetE"
          ],
          [
            252672,
            "NSt8ios_base7failureE"
          ],
          [
            252708,
            "St10bad_typeid"
          ],
          [
            252724,
            "St10ctype_base"
          ],
          [
            252740,
            "St10money_base"
          ],
          [
            252756,
            "St10moneypunctIcLb0EE"
          ],
          [
            252780,
            "St10moneypunctIcLb1EE"
          ],
          [
            252804,
            "St11__timepunctIcE"
          ],
          [
            252824,
            "St11logic_error"
          ],
          [
            252840,
            "St11range_error"
          ],
          [
            252856,
            "St12codecvt_base"
          ],
          [
            252876,
            "St12ctype_bynameIcE"
          ],
          [
            252896,
            "St12domain_error"
          ],
          [
            252916,
            "St12length_error"
          ],
          [
            252936,
            "St12out_of_range"
          ],
          [
            252956,
            "St13bad_exception"
          ],
          [
            252976,
            "St13basic_filebufIcSt11char_traitsIcEE"
          ],
          [
            253040,
            "St13basic_fstreamIcSt11char_traitsIcEE"
          ],
          [
            253104,
            "St13messages_base"
          ],
          [
            253124,
            "St13runtime_error"
          ],
          [
            253144,
            "St14basic_ifstreamIcSt11char_traitsIcEE"
          ],
          [
            253208,
            "St14basic_ofstreamIcSt11char_traitsIcEE"
          ],
          [
            253272,
            "St14codecvt_bynameIcciE"
          ],
          [
            253296,
            "St14collate_bynameIcE"
          ],
          [
            253320,
            "St14overflow_error"
          ],
          [
            253340,
            "St15basic_streambufIcSt11char_traitsIcEE"
          ],
          [
            253404,
            "St15messages_bynameIcE"
          ],
          [
            253428,
            "St15numpunct_bynameIcE"
          ],
          [
            253452,
            "St15time_get_bynameIcSt19istreambuf_iteratorIcSt11char_traitsIcEEE"
          ],
          [
            253548,
            "St15time_put_bynameIcSt19ostreambuf_iteratorIcSt11char_traitsIcEEE"
          ],
          [
            253644,
            "St15underflow_error"
          ],
          [
            253664,
            "St16__numpunct_cacheIcE"
          ],
          [
            253688,
            "St16invalid_argument"
          ],
          [
            253712,
            "St17__timepunct_cacheIcE"
          ],
          [
            253740,
            "St17moneypunct_bynameIcLb0EE"
          ],
          [
            253772,
            "St17moneypunct_bynameIcLb1EE"
          ],
          [
            253804,
            "St18__moneypunct_cacheIcLb0EE"
          ],
          [
            253836,
            "St18__moneypunct_cacheIcLb1EE"
          ],
          [
            253868,
            "St21__ctype_abstract_baseIcE"
          ],
          [
            253900,
            "St23__codecvt_abstract_baseIcciE"
          ],
          [
            253976,
            "St7codecvtIcciE"
          ],
          [
            253992,
            "St7collateIcE"
          ],
          [
            254008,
            "St7num_getIcSt19istreambuf_iteratorIcSt11char_traitsIcEEE"
          ],
          [
            254072,
            "St7num_putIcSt19ostreambuf_iteratorIcSt11char_traitsIcEEE"
          ],
          [
            254136,
            "St8bad_cast"
          ],
          [
            254148,
            "St8ios_base"
          ],
          [
            254160,
            "St8messagesIcE"
          ],
          [
            254176,
            "St8numpunctIcE"
          ],
          [
            254192,
            "St8time_getIcSt19istreambuf_iteratorIcSt11char_traitsIcEEE"
          ],
          [
            254256,
            "St8time_putIcSt19ostreambuf_iteratorIcSt11char_traitsIcEEE"
          ],
          [
            254320,
            "St9bad_alloc"
          ],
          [
            254336,
            "St9basic_iosIcSt11char_traitsIcEE"
          ],
          [
            254400,
            "St9exception"
          ],
          [
            254416,
            "St9money_getIcSt19istreambuf_iteratorIcSt11char_traitsIcEEE"
          ],
          [
            254480,
            "St9money_putIcSt19ostreambuf_iteratorIcSt11char_traitsIcEEE"
          ],
          [
            254544,
            "St9time_base"
          ],
          [
            254560,
            "St9type_info"
          ],
          [
            258322,
            "CreateDirectoryA"
          ],
          [
            258342,
            "CreateProcessA"
          ],
          [
            258362,
            "CreateSemaphoreA"
          ],
          [
            258382,
            "DeleteFileA"
          ],
          [
            258398,
            "ExitProcess"
          ],
          [
            258426,
            "GetAtomNameA"
          ],
          [
            258442,
            "GetCommandLineA"
          ],
          [
            258462,
            "GetLastError"
          ],
          [
            258478,
            "GetModuleFileNameA"
          ],
          [
            258502,
            "GetModuleHandleA"
          ],
          [
            258522,
            "GetStartupInfoA"
          ],
          [
            258542,
            "InterlockedDecrement"
          ],
          [
            258566,
            "InterlockedIncrement"
          ],
          [
            258590,
            "ReleaseSemaphore"
          ],
          [
            258610,
            "SetFileAttributesA"
          ],
          [
            258634,
            "SetLastError"
          ],
          [
            258650,
            "SetUnhandledExceptionFilter"
          ],
          [
            258682,
            "Sleep"
          ],
          [
            258690,
            "TlsAlloc"
          ],
          [
            258702,
            "TlsFree"
          ],
          [
            258714,
            "TlsGetValue"
          ],
          [
            258730,
            "TlsSetValue"
          ],
          [
            258746,
            "WaitForSingleObject"
          ],
          [
            258770,
            "_fdopen"
          ],
          [
            258790,
            "_strdup"
          ],
          [
            258802,
            "_write"
          ],
          [
            258814,
            "__getmainargs"
          ],
          [
            258830,
            "__mb_cur_max"
          ],
          [
            258846,
            "__p__environ"
          ],
          [
            258862,
            "__p__fmode"
          ],
          [
            258878,
            "__set_app_type"
          ],
          [
            258898,
            "_assert"
          ],
          [
            258910,
            "_cexit"
          ],
          [
            258922,
            "_ctype"
          ],
          [
            258934,
            "_errno"
          ],
          [
            258946,
            "_fstati64"
          ],
          [
            258966,
            "_isctype"
          ],
          [
            258978,
            "_lseeki64"
          ],
          [
            258990,
            "_onexit"
          ],
          [
            259002,
            "_pctype"
          ],
          [
            259014,
            "_setmode"
          ],
          [
            259026,
            "_strnicmp"
          ],
          [
            259038,
            "_vsnprintf"
          ],
          [
            259054,
            "abort"
          ],
          [
            259062,
            "atexit"
          ],
          [
            259074,
            "fclose"
          ],
          [
            259086,
            "fflush"
          ],
          [
            259098,
            "fopen"
          ],
          [
            259106,
            "fprintf"
          ],
          [
            259118,
            "free"
          ],
          [
            259126,
            "localeconv"
          ],
          [
            259142,
            "malloc"
          ],
          [
            259154,
            "memchr"
          ],
          [
            259166,
            "memcpy"
          ],
          [
            259178,
            "memmove"
          ],
          [
            259190,
            "memset"
          ],
          [
            259210,
            "setlocale"
          ],
          [
            259222,
            "setvbuf"
          ],
          [
            259234,
            "signal"
          ],
          [
            259254,
            "strcat"
          ],
          [
            259278,
            "strcoll"
          ],
          [
            259302,
            "strftime"
          ],
          [
            259314,
            "strlen"
          ],
          [
            259326,
            "strtod"
          ],
          [
            259338,
            "strxfrm"
          ],
          [
            259350,
            "time"
          ],
          [
            259358,
            "SHGetFolderPathA"
          ],
          [
            259378,
            "ShellExecuteA"
          ],
          [
            259492,
            "KERNEL32.dll"
          ],
          [
            259524,
            "msvcrt.dll"
          ],
          [
            259736,
            "SHELL32.DLL"
          ],
          [
            261905,
            "3330"
          ],
          [
            264863,
            "RTVVjrqmjr}"
          ],
          [
            264907,
            "!/9?NGGaaq^^^m"
          ],
          [
            264956,
            "+388\u003c\u003ca^^^^]^"
          ],
          [
            265004,
            "#%88\u003cCa[]]]]]"
          ],
          [
            265244,
            "##''\u003c_am^m^^m"
          ],
          [
            265388,
            "\"#%89addammmr"
          ],
          [
            265437,
            "$-8\u003cGdnmmmj"
          ],
          [
            265485,
            "$-8GIdnnjrr"
          ],
          [
            265533,
            "$-8GGhnsrr}"
          ],
          [
            268349,
            "uwxz.4DC\\JJMU"
          ],
          [
            270509,
            "AYRNF"
          ],
          [
            270589,
            "Tccbk"
          ],
          [
            270637,
            "Vccll7,bheb:"
          ],
          [
            270653,
            "Vcj[S/dhhhbH"
          ],
          [
            270669,
            "_VTTTPJJJBH"
          ],
          [
            271608,
            "Lhh(QjT/SiB3Sh'5Ti"
          ],
          [
            271801,
            "Lit%Qla-TkM3Ti\u003e5Sf85Qd(6Rf"
          ],
          [
            271993,
            "Liz$Qli,UmU2VlD5Ti:5Rf55Qd1Y"
          ],
          [
            272185,
            "Li|#Qmo+Un\\Fs"
          ],
          [
            276409,
            "H9TS"
          ],
          [
            276653,
            "H9LS"
          ],
          [
            276870,
            "/86I"
          ],
          [
            280335,
            "LUY1"
          ],
          [
            280363,
            "TSX9"
          ],
          [
            280919,
            "LSO9"
          ],
          [
            283753,
            "H7OM"
          ],
          [
            284027,
            "SUK9TU"
          ],
          [
            284424,
            "GD78"
          ],
          [
            284752,
            "UI7P"
          ],
          [
            285815,
            "LSK1"
          ],
          [
            286301,
            "H7BM"
          ],
          [
            286719,
            "LS 9"
          ],
          [
            287375,
            "LUH7"
          ],
          [
            288813,
            "G7BSL"
          ],
          [
            297679,
            "LUX9"
          ],
          [
            299135,
            "KUH7"
          ],
          [
            299359,
            "TUH7"
          ],
          [
            300253,
            "H7NU"
          ],
          [
            301957,
            "T9PZ"
          ],
          [
            302394,
            "9MST"
          ]
        ],
        "sz": 740253,
        "ts": [
          {
            "a": "T1027",
            "c": 0.30000001192092896,
            "d": "PE header too corrupted to parse: Malformed entity: ResourceString value_len (23609) exceeds available bytes (0)",
            "e": [
              "Malformed entity: ResourceString value_len (23609) exceeds available bytes (0)"
            ],
            "i": "objectives/anti-analysis/pe-tampering/corrupted-header",
            "l": 2,
            "m": "B0001"
          },
          {
            "c": 0.8999999761581421,
            "d": "Detects imphash often found in malware samples (Zero hits with with search for 'imphash:x p:0' on Virustotal)",
            "e": [
              "SIGNATURE_BASE_SUSP_Imphash_Mar23_2"
            ],
            "i": "third_party/SigBase/SUSP/Imphash/Mar23",
            "l": 3
          },
          {
            "c": 0.6600000262260437,
            "d": "Open files",
            "e": [
              "fopen"
            ],
            "i": "micro-behaviors/fs/file/open::fopen",
            "l": 2
          },
          {
            "c": 0.8199999928474426,
            "d": "Query current process command line",
            "e": [
              "GetCommandLineA"
            ],
            "i": "micro-behaviors/process/info/commandline::get-command-line",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Read file descriptor (read/pread)",
            "e": [
              "read"
            ],
            "i": "micro-behaviors/fs/file/read::read",
            "l": 2
          },
          {
            "c": 0.9900000095367432,
            "d": "Mira operator magic greeting string",
            "e": [
              "Saaaalamm"
            ],
            "i": "well-known/malware/dropper/mira::saaaalamm-magic-banner",
            "l": 1
          },
          {
            "a": "T1105",
            "c": 1.0,
            "d": "Binary has high overall entropy",
            "e": [
              "binary.overall_entropy = 7.17"
            ],
            "i": "objectives/command-and-control/dropper/staging::high-entropy-binary",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Low-entropy rdata section",
            "e": [
              ".rdata (entropy: 0.00)"
            ],
            "i": "metadata/binary/section/metrics::low-entropy-rdata-section",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 25+ imports",
            "e": [
              "binary.import_count = 76.00"
            ],
            "i": "metadata/binary/metrics::many-imports-25",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage retrieval",
            "e": [
              "TlsGetValue"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-get-value",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "String comparison",
            "e": [
              "strcmp"
            ],
            "i": "micro-behaviors/data/string/operations::strcmp",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "String copy (unsafe)",
            "e": [
              "strcpy"
            ],
            "i": "micro-behaviors/data/string/operations::strcpy",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Release semaphore count",
            "e": [
              "ReleaseSemaphore"
            ],
            "i": "micro-behaviors/process/sync/semaphore::release-semaphore",
            "l": 2,
            "m": "C0042"
          },
          {
            "c": 1.0,
            "d": "Binary is not position-independent (fixed load address)",
            "e": [
              "binary.is_pie = 0.00"
            ],
            "i": "metadata/hardening::no-pie",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "File is a compiled binary",
            "e": [
              "binary.file_size = 740253.00"
            ],
            "i": "metadata/binary/framework::is-binary",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage allocation",
            "e": [
              "TlsAlloc"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-alloc",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Tiny writable data section",
            "e": [
              ".data (size: 1024)"
            ],
            "i": "metadata/binary/section/metrics::tiny-data-section",
            "l": 1
          },
          {
            "c": 0.20000000298023224,
            "d": "Format time as string",
            "e": [
              "strftime"
            ],
            "i": "micro-behaviors/time/query::strftime",
            "l": 2
          },
          {
            "c": 0.8399999737739563,
            "d": "Large PE with under eighty imports",
            "e": [
              "binary.import_count = 76.00"
            ],
            "i": "metadata/package/metrics::import-count-under-80",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Get system error code",
            "e": [
              "GetLastError"
            ],
            "i": "micro-behaviors/os/exception/error-handling::get-last-error",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "GNU libstdc++ stdlib",
            "e": [
              "__cxxabiv1",
              "__cxxabiv1",
              "__cxxabiv1"
            ],
            "i": "micro-behaviors/dylib/library/libc::libstdcxx-ref",
            "l": 2
          },
          {
            "c": 0.8500000238418579,
            "d": "Large zero-entropy placeholder section",
            "e": [
              ".rdata (size: 9728, entropy: 0.00, perms: -r--)"
            ],
            "i": "metadata/binary/section/metrics::null-placeholder-section",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "PE standard runtime section",
            "e": [
              ".rdata"
            ],
            "i": "metadata/binary/section/names::pe-runtime-standard-section",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 20+ imports",
            "e": [
              "binary.import_count = 76.00"
            ],
            "i": "metadata/binary/metrics::many-imports-20",
            "l": 1
          },
          {
            "a": "T1106",
            "c": 0.949999988079071,
            "d": "Create process (ANSI)",
            "e": [
              "CreateProcessA"
            ],
            "i": "micro-behaviors/process/create/spawn::create-process-a",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Abort program execution",
            "e": [
              "abort"
            ],
            "i": "micro-behaviors/os/signal/handler::abort",
            "l": 2
          },
          {
            "c": 0.6399999856948853,
            "d": "Delete files (Windows API ANSI)",
            "e": [
              "DeleteFileA"
            ],
            "i": "micro-behaviors/fs/file/delete::deletefile-a-text",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 50+ imports",
            "e": [
              "binary.import_count = 76.00"
            ],
            "i": "metadata/binary/metrics::many-imports-50",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Memory fill operation",
            "e": [
              "memset"
            ],
            "i": "micro-behaviors/mem/c-runtime/functions::memset",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Exit current process",
            "e": [
              "ExitProcess"
            ],
            "i": "micro-behaviors/process/terminate/kill::exit-process",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Set last error code",
            "e": [
              "SetLastError"
            ],
            "i": "micro-behaviors/os/exception/error-handling::set-last-error",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "AddAtomA API atom table access",
            "e": [
              "AddAtomA"
            ],
            "i": "objectives/evasion/process/injection/atom-bombing::addatoma-api",
            "l": 1,
            "m": "C0041"
          },
          {
            "c": 1.0,
            "d": "Binary has 50+ functions",
            "e": [
              "binary.function_count = 1015.00"
            ],
            "i": "metadata/binary/metrics::many-functions-50",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has low average string entropy",
            "e": [
              "binary.avg_string_entropy = 2.75"
            ],
            "i": "metadata/binary/metrics::avg-string-entropy-4-max",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Resolve special folder path via Shell32 ANSI",
            "e": [
              "SHGetFolderPathA"
            ],
            "i": "micro-behaviors/fs/shell-ops/commands::shell-get-folder-path-a",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "GetModuleFileName API call",
            "e": [
              "GetModuleFileNameA"
            ],
            "i": "micro-behaviors/process/info/current::get-module-filename",
            "l": 2
          },
          {
            "a": "T1055.012",
            "c": 0.800000011920929,
            "d": "CreateProcess API string reference",
            "e": [
              "CreateProcessA"
            ],
            "i": "objectives/evasion/process/injection/hollowing::create-process-string",
            "l": 1,
            "m": "E1055.012"
          },
          {
            "c": 0.699999988079071,
            "d": "Get module file path (ANSI)",
            "e": [
              "GetModuleFileNameA"
            ],
            "i": "micro-behaviors/os/module/load::get-module-filename-ansi",
            "l": 2
          },
          {
            "c": 0.9800000190734863,
            "d": "Mira MinGW build path with operator handle",
            "e": [
              "c:/mnt/samo/mingw/msys/mthr_stub.c"
            ],
            "i": "well-known/malware/dropper/mira::mira-build-path",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage assignment",
            "e": [
              "TlsSetValue"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-set-value",
            "l": 2
          },
          {
            "a": "T1124",
            "c": 0.30000001192092896,
            "d": "Get current calendar time (seconds)",
            "e": [
              "time"
            ],
            "i": "micro-behaviors/time/query::time",
            "l": 2,
            "m": "T1124"
          },
          {
            "c": 0.8999999761581421,
            "d": "PE resource section",
            "e": [
              ".rsrc"
            ],
            "i": "metadata/binary/section/names::pe-resource-section",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Set file attributes (ANSI)",
            "e": [
              "SetFileAttributesA"
            ],
            "i": "micro-behaviors/fs/file/attributes::set-file-attributes-a",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Read startup info via GetStartupInfoA",
            "e": [
              "GetStartupInfoA"
            ],
            "i": "micro-behaviors/os/sysinfo/process::get-startup-info-a",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "String length",
            "e": [
              "strlen"
            ],
            "i": "micro-behaviors/data/string/operations::strlen",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Allocate memory (C runtime)",
            "e": [
              "malloc"
            ],
            "i": "micro-behaviors/mem/c-runtime/functions::malloc",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 3+ functions",
            "e": [
              "binary.function_count = 1015.00"
            ],
            "i": "metadata/binary/metrics::few-functions-3",
            "l": 1
          },
          {
            "c": 1.0,
            "d": "Binary has 40+ imports",
            "e": [
              "binary.import_count = 76.00"
            ],
            "i": "metadata/binary/metrics::many-imports-40",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Close stdio file",
            "e": [
              "fclose"
            ],
            "i": "micro-behaviors/os/stdio::fclose",
            "l": 2
          },
          {
            "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"
          },
          {
            "c": 0.8500000238418579,
            "d": "Query current module path",
            "e": [
              "GetModuleFileNameA"
            ],
            "i": "micro-behaviors/fs/path/check::get-module-filename",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Memory copy operation",
            "e": [
              "memcpy"
            ],
            "i": "micro-behaviors/mem/c-runtime/functions::memcpy",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has 30+ imports",
            "e": [
              "binary.import_count = 76.00"
            ],
            "i": "metadata/binary/metrics::many-imports-30",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "Very low code entropy, minimal code",
            "e": [
              "binary.code_entropy = 0.00"
            ],
            "i": "metadata/binary/resource::low-code-entropy",
            "l": 2
          },
          {
            "d": ".dll extension reference",
            "e": [
              ".dll",
              ".dll"
            ],
            "i": "micro-behaviors/fs/path/extension::dll-dup",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary has low average complexity",
            "e": [
              "binary.avg_complexity = 5.10"
            ],
            "i": "metadata/binary/metrics::avg-complexity-15-max",
            "l": 2
          },
          {
            "c": 0.8600000143051147,
            "d": "Register unhandled exception filter",
            "e": [
              "SetUnhandledExceptionFilter"
            ],
            "i": "micro-behaviors/os/exception/error-handling::set-unhandled-exception-filter-import",
            "l": 2
          },
          {
            "c": 1.0,
            "d": "Binary is 500KB+",
            "e": [
              "binary.file_size = 740253.00"
            ],
            "i": "metadata/binary/metrics::large-binary-500k",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "GetAtomNameA API for atom retrieval",
            "e": [
              "GetAtomNameA"
            ],
            "i": "objectives/evasion/process/injection/atom-bombing::getatomnama-api",
            "l": 1,
            "m": "C0041"
          },
          {
            "c": 0.8999999761581421,
            "d": "Create semaphore object",
            "e": [
              "CreateSemaphoreA"
            ],
            "i": "micro-behaviors/process/sync/semaphore::create-semaphore",
            "l": 2,
            "m": "C0042"
          },
          {
            "c": 0.800000011920929,
            "d": "Multiple embedded MZ headers",
            "e": [
              "4D 5A",
              "4D 5A",
              "4D 5A",
              "4D 5A",
              "4D 5A"
            ],
            "i": "metadata/binary/layout::multiple-pe-embedded-loose",
            "l": 1
          },
          {
            "c": 0.6600000262260437,
            "d": "Create directories (Windows API ANSI)",
            "e": [
              "CreateDirectoryA"
            ],
            "i": "micro-behaviors/fs/directory/mkdir::create-directory-a",
            "l": 2
          },
          {
            "d": "overflow keyword",
            "e": [
              "St14overflow_error"
            ],
            "i": "micro-behaviors/data/text/keywords::overflow",
            "l": 1
          },
          {
            "a": "T1059.001",
            "c": 0.75,
            "d": "Execute shell command (ShellExecuteA)",
            "e": [
              "ShellExecuteA"
            ],
            "i": "micro-behaviors/process/create/exec::shell-execute-a",
            "l": 3
          },
          {
            "c": 0.8999999761581421,
            "d": "Formatted file output",
            "e": [
              "fprintf"
            ],
            "i": "micro-behaviors/os/stdio::fprintf",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Free memory (C runtime)",
            "e": [
              "free"
            ],
            "i": "micro-behaviors/mem/c-runtime/functions::free-dup",
            "l": 2
          },
          {
            "c": 0.8399999737739563,
            "d": "High basic block count in sparse binary",
            "e": [
              "binary.total_basic_blocks = 7842.00"
            ],
            "i": "metadata/binary/metrics::dense-basic-blocks",
            "l": 1
          },
          {
            "c": 0.8999999761581421,
            "d": "Wait for process/object",
            "e": [
              "WaitForSingleObject"
            ],
            "i": "micro-behaviors/process/create/spawn::wait-for-single-object",
            "l": 2
          },
          {
            "c": 0.6600000262260437,
            "d": "Delete files (Windows API ANSI)",
            "e": [
              "DeleteFileA"
            ],
            "i": "micro-behaviors/fs/file/delete::deletefile-a",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Install signal handler",
            "e": [
              "signal"
            ],
            "i": "micro-behaviors/os/signal/handler::signal",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Delay execution",
            "e": [
              "Sleep"
            ],
            "i": "micro-behaviors/time/timing/delay::sleep-dup",
            "l": 2
          },
          {
            "c": 0.800000011920929,
            "d": "Binary has many functions (\u003e30)",
            "e": [
              "binary.function_count = 1015.00"
            ],
            "i": "metadata/binary/metrics::many-functions",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "PE standard code/data section",
            "e": [
              ".text",
              ".data"
            ],
            "i": "metadata/binary/section/names::pe-code-data-standard-section",
            "l": 1
          },
          {
            "c": 0.75,
            "d": "Binary exports no symbols",
            "e": [
              "binary.export_count = 0.00"
            ],
            "i": "metadata/binary/symbols::no-exports",
            "l": 1
          },
          {
            "c": 0.800000011920929,
            "d": "FindAtomA API atom table lookup",
            "e": [
              "FindAtomA"
            ],
            "i": "objectives/evasion/process/injection/atom-bombing::findatoma-api",
            "l": 1,
            "m": "C0041"
          },
          {
            "c": 0.8999999761581421,
            "d": "Thread-local storage deallocation",
            "e": [
              "TlsFree"
            ],
            "i": "micro-behaviors/process/tls/fiber::tls-free",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "PE has many readable strings",
            "e": [
              "binary.string_count = 352.00"
            ],
            "i": "metadata/binary/layout::many-readable-strings",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Memory move with overlap",
            "e": [
              "memmove"
            ],
            "i": "micro-behaviors/mem/c-runtime/functions::memmove",
            "l": 2
          },
          {
            "c": 0.699999988079071,
            "d": "Get module handle ANSI",
            "e": [
              "GetModuleHandleA"
            ],
            "i": "micro-behaviors/os/module/load::get-module-handle-ansi",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 1.0,
            "d": "Binary has 1000 or more functions",
            "e": [
              "binary.function_count = 1015.00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics::function-count-1000-plus",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.699999988079071,
            "d": "High function count over 200",
            "e": [
              "binary.function_count = 1015.00"
            ],
            "i": "metadata/binary/metrics::high-function-count-200",
            "l": 2
          },
          {
            "a": "T1027",
            "c": 0.8500000238418579,
            "d": "High overall file entropy (likely",
            "e": [
              "binary.overall_entropy = 7.17"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics::high-overall-entropy",
            "l": 3,
            "m": "B0032"
          },
          {
            "a": "T1105",
            "c": 0.800000011920929,
            "d": "Compact PE import table",
            "e": [
              "binary.import_count = 76.00"
            ],
            "i": "objectives/command-and-control/dropper/delivery/download-execute::compact-import-table",
            "l": 1,
            "m": "E1105"
          },
          {
            "a": "T1027",
            "c": 0.8399999737739563,
            "d": "Large PE with under eighty imports",
            "e": [
              "binary.import_count = 76.00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics::import-count-under-80",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.800000011920929,
            "d": "Five or more PE sections",
            "e": [
              "binary.section_count = 6.00"
            ],
            "i": "objectives/anti-static/obfuscation/imports::five-plus-sections-pe",
            "l": 1
          },
          {
            "a": "T1027",
            "c": 0.20000000298023224,
            "d": "Hardcoded hex encoding charset (encoding/decoding)",
            "e": [
              "-+xX0123456789abcdef0123456789ABCDEF",
              "-+xX0123456789abcdefABCDEF"
            ],
            "i": "objectives/anti-static/obfuscation/encoding::hardcoded-hex-charset",
            "l": 2,
            "m": "C0026"
          },
          {
            "c": 1.0,
            "d": "Binary is not digitally signed",
            "e": [
              "binary.has_signature = 0.00"
            ],
            "i": "metadata/signed::unsigned",
            "l": 2
          },
          {
            "c": 0.8999999761581421,
            "d": "Binary has many functions",
            "e": [
              "binary.function_count = 1015.00"
            ],
            "i": "objectives/anti-static/pack/entropy::large-function-surface",
            "l": 1
          },
          {
            "c": 0.8399999737739563,
            "d": "Binary has 80 or fewer imports",
            "e": [
              "binary.import_count = 76.00"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics::max-80-imports",
            "l": 1
          },
          {
            "a": "T1027",
            "c": 0.8600000143051147,
            "d": "Long mixed-case identifiers cluster",
            "e": [
              "GetModuleFileNameA",
              "InterlockedDecrement",
              "InterlockedIncrement",
              "SetUnhandledExceptionFilter"
            ],
            "i": "objectives/anti-static/obfuscation/string::long-mixedcase-identifiers",
            "l": 1,
            "m": "B0032"
          },
          {
            "a": "T1027",
            "c": 0.9200000166893005,
            "d": "Zero-entropy executable section (carved/packed PE)",
            "e": [
              ".text (size: 245760, entropy: 0.00, perms: -r-x)"
            ],
            "i": "objectives/anti-static/obfuscation/binary-metrics::zero-entropy-executable-section",
            "l": 4,
            "m": "B0032"
          },
          {
            "c": 0.8500000238418579,
            "d": "PE with malformed section layout",
            "e": [
              "binary.has_malformed_structure = 1.00"
            ],
            "i": "metadata/binary/metrics::malformed-pe-structure",
            "l": 3
          },
          {
            "c": 0.800000011920929,
            "d": "PE executable is unsigned",
            "e": [
              "binary.has_signature = 0.00"
            ],
            "i": "metadata/signed::unsigned-pe-executable",
            "l": 3
          },
          {
            "c": 0.949999988079071,
            "d": "links msvcrt.dll (fdopen, read, strdup, write, getmainargs, ... +44 more)",
            "e": [
              "msvcrt.dll"
            ],
            "i": "metadata/dylib::msvcrt/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links SHELL32.DLL (SHGetFolderPathA, ShellExecuteA)",
            "e": [
              "SHELL32.DLL"
            ],
            "i": "metadata/dylib::shell32/dll",
            "l": 2
          },
          {
            "c": 0.949999988079071,
            "d": "links KERNEL32.dll (AddAtomA, CreateDirectoryA, CreateProcessA, CreateSemaphoreA, DeleteFileA, ... +20 more)",
            "e": [
              "KERNEL32.dll"
            ],
            "i": "metadata/dylib::kernel32/dll",
            "l": 2
          },
          {
            "a": "T1547.001",
            "c": 0.8999999761581421,
            "d": "Startup folder persistence via shell API chain",
            "e": [
              "ShellExecuteA",
              "CreateDirectoryA",
              "SetFileAttributesA",
              "SHGetFolderPathA",
              "CreateProcessA"
            ],
            "i": "objectives/persistence/login/startup/folder::startup-folder-dropper-chain",
            "l": 4
          },
          {
            "a": "T1070.004",
            "c": 0.8199999928474426,
            "d": "Resolve own path then delete file",
            "e": [
              "GetModuleFileNameA",
              "DeleteFileA",
              "DeleteFileA"
            ],
            "i": "objectives/evasion/self-delete/file::module-path-delete",
            "l": 3,
            "m": "F0007"
          },
          {
            "a": "T1055.001",
            "c": 0.8500000238418579,
            "d": "Atom bombing injection capability",
            "e": [
              "FindAtomA",
              "AddAtomA",
              "GetAtomNameA"
            ],
            "i": "objectives/evasion/process/injection/atom-bombing::atom-bombing-capable",
            "l": 4,
            "m": "C0041"
          },
          {
            "a": "T1546.015",
            "c": 0.9399999976158142,
            "d": "Shell object installer import cluster",
            "e": [
              "DeleteFileA",
              "GetAtomNameA",
              "SetFileAttributesA",
              "ShellExecuteA",
              "SHGetFolderPathA",
              "AddAtomA",
              "CreateProcessA"
            ],
            "i": "objectives/anti-static/pack::shellobject-installer-import-cluster",
            "l": 4,
            "m": "F0012"
          },
          {
            "a": "T1055.001",
            "c": 0.8999999761581421,
            "d": "Full atom-table API triad (Add/Find/GetAtomName)",
            "e": [
              "AddAtomA",
              "FindAtomA",
              "GetAtomNameA"
            ],
            "i": "objectives/evasion/process/injection/atom-bombing::atom-bombing-triple",
            "l": 4,
            "m": "C0041"
          }
        ],
        "sha": "56fdbe661c72bc763a117dcd2ddcbd3adc433220f2f7f8864db28a78568fbb53",
        "path": "/data/samples/bad/datasets/pe-machine-learning-dataset/38905",
        "type": "pe"
      }
    ],
    "tv": "2a0fe"
  }
}