Vani Kanjirangat

27 papers A* 1Misc 1Journal 10Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
CoRR
Oscar Lithgow-Serrano, Vani Kanjirangat, Alessandro Antonucci
2025 J jnl
CoRR
Vani Kanjirangat, Ljiljana Dolamic, Fabio Rinaldi
2025 A* conf
EMNLP
Vani Kanjirangat, Tanja Samardzic, Ljiljana Dolamic, Fabio Rinaldi
2025 J jnl
CoRR
Vani Kanjirangat, Tanja Samardzic, Ljiljana Dolamic, Fabio Rinaldi
2024 conf
ArabicNLP
Vani Kanjirangat, Tanja Samardzic, Ljiljana Dolamic, Fabio Rinaldi
2024 conf
Text2Story@ECIR
Vani Kanjirangat, Alessandro Antonucci, Marco Zaffalon
2024 J jnl
IEEE Access
Priyanka C. Nair, Deepa Gupta, Bhagavatula Indira Devi, Vani Kanjirangat, Deepak P
2023 J jnl
Expert Syst. Appl.
Veena G, Vani Kanjirangat, Deepa Gupta
2023 conf
Text2Story@ECIR
Vani Kanjirangat, Alessandro Antonucci
2023 conf
ICMLDE
Paliwal Mohan Subhash, C. R. Kavitha, Deepa Gupta, Vani Kanjirangat
2023 conf
VarDial@EACL
Vani Kanjirangat, Tanja Samardzic, Ljiljana Dolamic, Fabio Rinaldi
2023 J jnl
IEEE Access
G. Veena, Deepa Gupta, Vani Kanjirangat
2022 conf
NTCIR
Koji Fujimoto, Mizuho Nishio, Osamu Sugiyama, Kana Ichikawa, Joseph Cornelius, Oscar Lithgow-Serrano, Vani Kanjirangat, Fabio Rinaldi, Aron N. Horvath, Farhad Nooralahzadeh, Michael Krauthammer
2022 conf
EMNLP (Findings)
Vani Kanjirangat, Tanja Samardzic, Fabio Rinaldi, Ljiljana Dolamic
2022 conf
NLPIR
Sandra Mitrovic, Vani Kanjirangat
2022 conf
NTCIR
Joseph Cornelius, Oscar Lithgow-Serrano, Vani Kanjirangat, Fabio Rinaldi, Koji Fujimoto, Mizuho Nishio, Osamu Sugiyama, Kana Ichikawa, Farhad Nooralahzadeh, Aron N. Horvath, Michael Krauthammer
2022 conf
WANLP@EMNLP
Vani Kanjirangat, Tanja Samardzic, Ljiljana Dolamic, Fabio Rinaldi
2022 conf
OCIT
Veena G, Deepa Gupta, Vani Kanjirangat
2021 J jnl
J. Biomed. Informatics
Vani Kanjirangat, Fabio Rinaldi
2020 conf
AI4Narratives@IJCAI
Simone Mellace, Vani Kanjirangat, Alessandro Antonucci
2020 J jnl
CoRR
Simone Mellace, Vani Kanjirangat, Alessandro Antonucci
2020 conf
SemEval@COLING
Vani Kanjirangat, Sandra Mitrovic, Alessandro Antonucci, Fabio Rinaldi
2020 J jnl
CoRR
Vani Kanjirangat, Sandra Mitrovic, Alessandro Antonucci, Fabio Rinaldi
2020 conf
Text2Story@ECIR
Vani Kanjirangat, Simone Mellace, Alessandro Antonucci
2020 J jnl
CoRR
Vani Kanjirangat, Simone Mellace, Alessandro Antonucci
2020 Misc conf
ICMLC
Claudia Volpetti, Vani Kanjirangat, Alessandro Antonucci
2019 conf
Text2Story@ECIR
Vani Kanjirangat, Alessandro Antonucci
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)));