Majid Razmara

17 papers B 3C 1Journal 4Unranked 9
YearRankTypeTitle / Venue / Authors
2021 J jnl
CoRR
Mohammadreza Mohseni, Jordan Yap, William Yolland, Majid Razmara, M. Stella Atkins
2018 J jnl
CoRR
Philipp Tschandl, Giuseppe Argenziano, Majid Razmara, Jordan Yap
2013 B conf
IJCNLP
Majid Razmara, Anoop Sarkar
2013 conf
ACL (1)
Majid Razmara, Maryam Siahbani, Reza Haffari, Anoop Sarkar
2013 conf
ACL (2)
Majid Razmara, Anoop Sarkar
2012 conf
Canadian AI
Baskaran Sankaran, Majid Razmara, Atefeh Farzindar, Wael Khreich, Fred Popowich, Anoop Sarkar
2012 J jnl
Prague Bull. Math. Linguistics
Baskaran Sankaran, Majid Razmara, Anoop Sarkar
2012 conf
WMT@NAACL-HLT
Majid Razmara, Baskaran Sankaran, Ann Clifton, Anoop Sarkar
2012 conf
ACL (1)
Majid Razmara, George F. Foster, Baskaran Sankaran, Anoop Sarkar
2011 J jnl
Comput. Medical Imaging Graph.
Maryam Sadeghi, Majid Razmara, Tim K. Lee, M. Stella Atkins
2010 B conf
Image Processing
Maryam Sadeghi, Majid Razmara, Martin Ester, Tim K. Lee, M. Stella Atkins
2010 conf
MIAR
Maryam Sadeghi, Majid Razmara, Paul Wighton, Tim K. Lee, M. Stella Atkins
2008 B conf
LREC
Majid Razmara, Leila Kosseim
2008 conf
TAC
Majid Razmara, Leila Kosseim
2007 C conf
CICLing
Majid Razmara, Leila Kosseim
2007 conf
TREC
Majid Razmara, Andrew Fee, Leila Kosseim
2006 conf
TREC
Leila Kosseim, Alex Beaudoin, Abolfazl Keighobadi Lamjiri, Majid Razmara
redb/extractors/js_extractors/scripts/js-xray-runner.js
← Index redb/extractors/js_extractors/scripts/js-xray-runner.js javascript
#!/usr/bin/env node
// Bridge between the Python JS pipeline and @nodesecure/js-x-ray.
//
// Usage: node js-xray-runner.js <path-to-js-file>
//   stdout  one JSON object: {"obfuscator": <name|null>, "warnings": [...]}
//   stderr  human-readable error on failure
//   exit 0  analysis ran (the file may still be benign — see "obfuscator")
//   exit 1  the file could not be read or analysed
//
// Each warning is emitted as {kind, value} so the Python side can tag
// supporting signals (encoded-literal, short-identifiers, suspicious-literal,
// unsafe-stmt) without having to mirror js-x-ray's whole schema.
//
// js-x-ray ≥7 ships as an ES module, which CommonJS `require()` cannot load
// from a `.js` script — the dynamic `import()` below is what makes the
// bridge work without renaming the file to `.mjs` or adding `"type":
// "module"` to package.json (which would break tools that still
// `require()` from this directory).

const fs = require("fs");
const path = require("path");

function fail(msg) {
  process.stderr.write(msg + "\n");
  process.exit(1);
}

async function main() {
  const target = process.argv[2];
  if (!target) fail("usage: js-xray-runner.js <file>");

  let source;
  try {
    source = fs.readFileSync(target, "utf8");
  } catch (e) {
    fail(`read failed: ${e.message}`);
  }

  // The legacy `runASTAnalysis` function is deprecated (removed in v8); the
  // current API is the `AstAnalyser` class. Both produce a result with the
  // same `warnings` shape, so the rest of the bridge is unchanged.
  let AstAnalyser;
  try {
    ({ AstAnalyser } = await import("@nodesecure/js-x-ray"));
  } catch (e) {
    fail(`@nodesecure/js-x-ray not installed (run \`npm install\` in ${path.dirname(__filename)}): ${e.message}`);
  }

  // js-x-ray defaults to module-mode parsing, which rejects scripts that
  // (legally) use reserved words as identifiers, top-level `return`, etc.
  // A lot of real-world JS malware is script-style (WScript/HTA bodies,
  // pasted snippets) — retrying in script mode catches those without
  // pulling in a more lenient parser. Both attempts share the same
  // analyser; only the parse mode flips. If both fail, the original error
  // (module-mode) is reported because that's the more informative one for
  // genuinely broken sources.
  let result;
  const analyser = new AstAnalyser();
  let firstErr;
  try {
    result = await analyser.analyse(source, { module: true });
  } catch (e) {
    firstErr = e;
    try {
      result = await analyser.analyse(source, { module: false });
    } catch (e2) {
      fail(`js-x-ray analysis failed: ${firstErr.message}`);
    }
  }

  const warnings = (result.warnings || []).map((w) => ({
    kind: w.kind,
    value: w.value !== undefined ? w.value : null,
  }));

  // js-x-ray flags the obfuscator family in a warning whose kind is
  // "obfuscated-code" and whose value names the family (jsfuck, obfuscator.io,
  // freejsobfuscator, morse, jjencode, ...). Absent => not detected.
  const obfWarning = warnings.find((w) => w.kind === "obfuscated-code");
  const obfuscator = obfWarning ? obfWarning.value : null;

  // js-x-ray runs its own AST internally with a modern parser, so its
  // identifier-length average is the only path the Python pipeline has to
  // that signal on ES2015+ sources — pyjsparser is ES5.1-only and silently
  // drops to 0 the moment it hits destructuring, classes, optional chaining,
  // etc. Surfacing this lets the heuristic's `avg_identifier_length<2`
  // strong signal fire on real obfuscator.io output. `null` when the value
  // is missing or non-numeric (defensive — older js-x-ray builds may differ).
  const idsLengthAvg =
    typeof result.idsLengthAvg === "number" && !Number.isNaN(result.idsLengthAvg)
      ? result.idsLengthAvg
      : null;

  process.stdout.write(JSON.stringify({ obfuscator, warnings, idsLengthAvg }));
}

main().catch((e) => fail(e.message || String(e)));