Ramzi Darraji

13 papers Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2018 J jnl
IEEE Access
Tushar Sharma, Jeffrey S. Roberts, Ramzi Darraji, Damon G. Holmes, Jeffrey K. Jones, Fadhel M. Ghannouchi
2016 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Tushar Sharma, Ramzi Darraji, Fadhel M. Ghannouchi
2016 conf
RWS
Tushar Sharma, Ramzi Darraji, Fadhel M. Ghannouchi
2016 J jnl
IET Commun.
Neha Dawar, Tushar Sharma, Ramzi Darraji, Fadhel M. Ghannouchi
2014 conf
NEWCAS
Ramzi Darraji, Fadhel M. Ghannouchi
2014 J jnl
Wirel. Networks
Meenakshi Rawat, Karun Rawat, Ramzi Darraji, Fermin Esparza-Alfaro, Seyed Aidin Bassam, Mohamed Helaoui, Fadhel M. Ghannouchi, Michel Fattouche, Francisco Falcone
2014 conf
ICECS
Tushar Sharma, Ramzi Darraji, Fadhel M. Ghannouchi
2013
Ramzi Darraji
2012 conf
MWSCAS
Ramzi Darraji, Fadhel M. Ghannouchi, Andrew K. C. Kwan, Mohamed Helaoui
2012 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Ramzi Darraji, Fadhel M. Ghannouchi
2011 conf
CCECE
Ramzi Darraji, Fadhel M. Ghannouchi
2010 conf
CCECE
Smita Tiwari, Ramzi Darraji, Seyed Aidin Bassam, Andrew K. C. Kwan, Karun Rawat, Meenakshi Rawat, Michel Fattouche, Fadhel M. Ghannouchi
2008 conf
ICECS
Ramzi Darraji, Rim Barrak, Chiheb Rebai, Adel Ghazel, Yann Deval, Fadhel M. Ghannouchi
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)));