Rahmadi Trimananda

27 papers A* 3A 2B 1Misc 1Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Proc. Priv. Enhancing Technol.
Ismat Jarin, Yu Duan, Rahmadi Trimananda, Hao Cui, Salma Elmalaki, Athina Markopoulou
2025 conf
ICC
Renascence Tarafder Prapty, Rahmadi Trimananda, Sashidhar Jakkamsetti, Gene Tsudik, Athina Markopoulou
2025 J jnl
CoRR
Renascence Tarafder Prapty, Rahmadi Trimananda, Sashidhar Jakkamsetti, Gene Tsudik, Athina Markopoulou
2025 J jnl
Proc. Priv. Enhancing Technol.
Hao Cui, Rahmadi Trimananda, Athina Markopoulou
2024 A conf
IMC
Olivia Figueira, Rahmadi Trimananda, Athina Markopoulou, Scott Jordan
2024 J jnl
CoRR
Olivia Figueira, Rahmadi Trimananda, Athina Markopoulou, Scott Jordan
2024 J jnl
CoRR
Hao Cui, Rahmadi Trimananda, Athina Markopoulou
2024 J jnl
CoRR
Jad Al Aaraj, Olivia Figueira, Tu Le, Isabela Figueira, Rahmadi Trimananda, Athina Markopoulou
2023 J jnl
CoRR
Athina Markopoulou, Rahmadi Trimananda, Hao Cui
2023 J jnl
CoRR
Ismat Jarin, Yu Duan, Rahmadi Trimananda, Hao Cui, Salma Elmalaki, Athina Markopoulou
2023 A* conf
USENIX Security Symposium
Hao Cui, Rahmadi Trimananda, Athina Markopoulou, Scott Jordan
2023 J jnl
CoRR
Janus Varmarken, Rahmadi Trimananda, Athina Markopoulou
2023 A conf
IMC
Umar Iqbal, Pouneh Nikkhah Bahrami, Rahmadi Trimananda, Hao Cui, Alexander Gamero-Garrido, Daniel J. Dubois, David R. Choffnes, Athina Markopoulou, Franziska Roesner, Zubair Shafiq
2022 J jnl
Proc. Priv. Enhancing Technol.
Janus Varmarken, Jad Al Aaraj, Rahmadi Trimananda, Athina Markopoulou
2022 A* conf
USENIX Security Symposium
Rahmadi Trimananda, Hieu Le, Hao Cui, Janice Tran Ho, Anastasia Shuba, Athina Markopoulou
2022 J jnl
CoRR
Hao Cui, Rahmadi Trimananda, Athina Markopoulou, Scott Jordan
2022 B conf
VMCAI
Rahmadi Trimananda, Weiyu Luo, Brian Demsky, Guoqing Harry Xu
2022 J jnl
CoRR
Umar Iqbal, Pouneh Nikkhah Bahrami, Rahmadi Trimananda, Hao Cui, Alexander Gamero-Garrido, Daniel J. Dubois, David R. Choffnes, Athina Markopoulou, Franziska Roesner, Zubair Shafiq
2021 J jnl
CoRR
Rahmadi Trimananda, Hieu Le, Hao Cui, Janice Tran Ho, Anastasia Shuba, Athina Markopoulou
2021 J jnl
CoRR
Rahmadi Trimananda, Weiyu Luo, Brian Demsky, Guoqing Harry Xu
2020 A* conf
NDSS
Rahmadi Trimananda, Janus Varmarken, Athina Markopoulou, Brian Demsky
2020 J jnl
CoRR
Rahmadi Trimananda, Ali Younis, Thomas Kwa, Brian Demsky, Harry Xu
2020
Rahmadi Trimananda
2020 conf
ESEC/SIGSOFT FSE
Rahmadi Trimananda, Seyed Amir Hossein Aqajari, Jason Chuang, Brian Demsky, Guoqing Harry Xu, Shan Lu
2019 J jnl
CoRR
Rahmadi Trimananda, Janus Varmarken, Athina Markopoulou, Brian Demsky
2018 Misc conf
SEC
Rahmadi Trimananda, Ali Younis, Bojun Wang, Bin Xu, Brian Demsky, Guoqing Harry Xu
2012 J jnl
IEEE J. Solid State Circuits
Marek Gersbach, Yuki Maruyama, Rahmadi Trimananda, Matthew W. Fishburn, David Stoppa, Justin A. Richardson, Richard Walker, Robert K. Henderson, Edoardo Charbon
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)));