Wael Rashwan

15 papers Misc 7Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
CoRR
Wael Rashwan, Hossam M. Zawbaa, Sourav Dutta, Haytham Assem
2025 J jnl
WIREs Data. Mining. Knowl. Discov.
Abdul Aziz Noor, Awais Manzoor, Muhammad Deedahwar Mazhar Qureshi, Muhammad Atif Qureshi, Wael Rashwan
2024 conf
LREC/COLING
Hossam M. Zawbaa, Wael Rashwan, Sourav Dutta, Haytham Assem
2024 J jnl
CoRR
Hossam M. Zawbaa, Wael Rashwan, Sourav Dutta, Haytham Assem
2023 conf
FIRE (Working Notes)
Muhammad Deedahwar Mazhar Qureshi, Madhuri Sawant, Muhammad Atif Qureshi, Wael Rashwan, Arjumand Younus, Simon Caton
2023 conf
xAI (3)
Muhammad Deedahwar Mazhar Qureshi, Muhammad Atif Qureshi, Wael Rashwan
2021 conf
CSCI
Ayman Taha, Bernard Cosgrave, Wael Rashwan, Susan McKeever
2020 Misc conf
WSC
Amr Mahfouz, Rishi Choudhary, John Crowe, Wael Rashwan, Aly Owida
2018 Misc conf
WSC
Wael Rashwan, John W. Fowler, Amr Arisha
2016 Misc conf
WSC
Wael Rashwan, Heba Habib, Garry Courtney, Amr Arisha, Sean P. Kennelly
2016 Misc conf
WSC
Amr Arisha, Wael Rashwan
2015 J jnl
Eur. J. Oper. Res.
Wael Rashwan, Waleed Abo-Hamad, Amr Arisha
2015 Misc conf
WSC
Wael Rashwan, Amr Arisha
2014 Misc conf
WSC
Mohammed Mesabbah, Wael Rashwan, Amr Arisha
2013 Misc conf
WSC
Wael Rashwan, Mohamed A. F. Ragab, Waleed Abo-Hamad, Amr Arisha
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)));