Xiaofang Pan

29 papers C 7Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Trans. Circuits Syst. I Regul. Pap.
Xiangyu Song, Lifeng Huang, Linze Hong, Bo Wang, Xiaofang Pan, Wei Xu
2024 J jnl
IEEE Trans. Instrum. Meas.
Wei Xu, Linze Hong, Xiaofang Pan, Izhar
2022 J jnl
IEEE Trans. Circuits Syst. I Regul. Pap.
Xiaojin Zhao, Chunwei Xie, Qiang Zhao, Xiaofang Pan
2022 C conf
ISCAS
Zhijuan Li, Zetao Fang, Bo Wang, Moaaz Ahmed, Xiaofang Pan, Su-Ting Han, Xiaojin Zhao, Wei Xu
2021 J jnl
Frontiers Inf. Technol. Electron. Eng.
Zhengquan Yang, Xiaofang Pan, Qing Zhang, Zengqiang Chen
2021 C conf
ISCAS
Faheem Ullah Khan, Shahid Mehmood, Xiaojin Zhao, Yatao Yang, Xiaofang Pan
2020 J jnl
Comput. Environ. Urban Syst.
Wenjie Zhen, Lin Yang, Mei-Po Kwan, Zejun Zuo, Bo Wan, Shunping Zhou, Shengwen Li, Yaqin Ye, Haoyue Qian, Xiaofang Pan
2020 J jnl
IEEE Access
Zhengquan Yang, Xiaofang Pan, Qing Zhang, Zengqiang Chen
2019 J jnl
IEEE Trans. Circuits Syst. I Regul. Pap.
Xiaojin Zhao, Peizhou Gan, Qiang Zhao, Dejian Liang, Yuan Cao, Xiaofang Pan, Amine Bermak
2019 J jnl
IEEE Access
Xiaofang Pan, Haien Zhang, Wen Bin Ye, Amine Bermak, Xiaojin Zhao
2019 C conf
ISCAS
Wenhan Zheng, Xiaofang Pan, Xiaojin Zhao
2019 J jnl
CoRR
Yuan Cao, Lijuan Han, Xiaojin Zhao, Xiaofang Pan
2019 J jnl
Int. J. Geogr. Inf. Sci.
Sha Zhou, Run Wang, Junhua Ding, Xiaofang Pan, Shunping Zhou, Fang Fang, Wenjie Zhen
2019 J jnl
IEEE Access
Xiaojin Zhao, Zhihuang Wen, Xiaofang Pan, Wen Bin Ye, Amine Bermak
2018 J jnl
IEEE Access
Yuan Cao, Biyin Wang, Xiaofang Pan, Xiaojin Zhao, Zhihuang Wen, Amine Bermak
2018 J jnl
Sensors
Yuan Cao, Xiaojin Zhao, Wenbin Ye, Qingbang Han, Xiaofang Pan
2018 J jnl
IEEE Access
Yejun He, Jun Li, Sai-Wai Wong, Xiaofang Pan, Long Zhang, Zhi Ning Chen
2018 conf
MWSCAS
Zhihuang Wen, Wenbin Ye, Xiaojin Zhao, Xiaofang Pan
2018 J jnl
Sensors
Pai Peng, Xiaojin Zhao, Xiaofang Pan, Wenbin Ye
2018 conf
APCCAS
Biyin Wang, Shiting Li, Wenbin Ye, Abubakar Abubakar, Xiaofang Pan, Xiaojin Zhao
2018 C conf
ISCAS
Shiting Li, Wenbin Ye, Huawei Liang, Xiaofang Pan, Xin Lou, Xiaojin Zhao
2017 conf
ISOCC
Liangduo Peng, Yuan Cao, Xiaofang Pan, Xiaojin Zhao
2017 J jnl
Sensors
Yuan Luo, Wenbin Ye, Xiaojin Zhao, Xiaofang Pan, Yuan Cao
2016 C conf
ISCAS
Shibang Lin, Yuan Cao, Xiaojin Zhao, Xiao Wang, Xiaofang Pan
2016 C conf
ISCAS
Jiaqi Chen, Xiaofang Pan, Farid Boussaïd, Amine Bermak, Zhiyong Fan
2016 conf
APCCAS
Shibang Lin, Dejian Liang, Yuan Cao, Xiaofang Pan, Xiaojin Zhao
2015 J jnl
Sensors
Xiaofang Pan, Xiaojin Zhao
2014 J jnl
Sensors
Yuan Cao, Xiaofang Pan, Xiaojin Zhao, Huisi Wu
2012 C conf
ISCAS
Xiaofang Pan, Xiaojin Zhao, Amine Bermak, Zhiyong Fan
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)));