Valentina Tomassini

14 papers Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comput. Methods Programs Biomed.
Robbe D'hondt, Klest Dedja, Sofie Aerts, Bart Van Wijmeersch, Tomas Kalincik, Stephen Reddel, Eva Kubala Havrdova, Alessandra Lugaresi, Bianca Weinstock-Guttman, Saloua Mrabet, Patrice Lalive, Allan G. Kermode, Serkan Ozakbas, Francesco Patti, Alexandre Prat, Valentina Tomassini, Izanne Roos, Raed Alroughani, Oliver Gerlach, Samia J. Khoury, Vincent Van Pesch, Maria Jose Sa, Julie Prevost, Daniele Spitaleri, Pamela McCombe, Claudio Solaro, Anneke van der Walt, Helmut Butzkueven, Guy Laureys, Jose Luis Sanchez-Menoyo, Koen de Gans, Abdullah Al-Asmi, Norma Deri, Tunde Csepany, Talal Al-Harbi, William M. Carroll, Csilla Rozsa, Bhim Singhal, Todd A. Hardy, Sudarshini Ramanathan, Liesbet M. Peeters, Celine Vens
2025 J jnl
NeuroImage
E. Bliakharskaia, Antonio Maria Chiarelli, Eleonora Patitucci, M. Carriero, Davide Di Censo, Emma Biondetti, C. Del Gratta, Silvia Capuani, Marco Palombo, Valentina Tomassini, Richard G. Wise, Alessandra Caporale
2025 J jnl
npj Digit. Medicine
Ashkan Pirmani, Edward De Brouwer, Adam Arany, Martijn Oldenhof, Antoine Passemiers, Axel Faes, Tomas Kalincik, Serkan Ozakbas, Riadh Gouider, Barbara Willekens, Dana Horáková, Eva Kubala Havrdova, Francesco Patti, Alexandre Prat, Alessandra Lugaresi, Valentina Tomassini, Pierre Grammond, Elisabetta Cartechini, Izanne Roos, Cavit Boz, Raed Alroughani, Maria Pia Amato, Katherine Buzzard, Jeannette Lechner-Scott, Joana Guimarães, Claudio Solaro, Oliver Gerlach, Aysun Soysal, Jens Kuhle, Jose Luis Sanchez-Menoyo, Daniele Spitaleri, Tunde Csepany, Bart Van Wijmeersch, Radek Ampapa, Julie Prevost, Samia J. Khoury, Vincent Van Pesch, Nevin John, Davide Maimone, Bianca Weinstock-Guttman, Guy Laureys, Pamela McCombe, Yolanda Blanco, Ayse Altintas, Abdullah Al-Asmi, Justin Garber, Anneke van der Walt, Helmut Butzkueven, Koen de Gans, Csilla Rozsa, Bruce Taylor, Talal Al-Harbi, Attila Sas, Cecilia Rajda, Orla Gray, Danny Decoo, William M. Carroll, Allan G. Kermode, Marzena Fabis-Pedrini, Deborah Mason, Angel Perez-Sempere, Mihaela Simu, Neil Shuey, Bhim Singhal, Marija Cauchi, Todd A. Hardy, Sudarshini Ramanathan, Patrice Lalive, Carmen-Adella Sirbu, Stella Hughes, Tamara Castillo Trivino, Liesbet M. Peeters, Yves Moreau
2024 J jnl
NeuroImage
Emma Biondetti, Antonio Maria Chiarelli, Michael A. Germuska, Ilona Lipp, Alessandro Villani, Alessandra Caporale, Eleonora Patitucci, Kevin Murphy, Valentina Tomassini, Richard G. Wise
2021 J jnl
Frontiers Artif. Intell.
Michael A. Germuska, Hannah Louise Chandler, Thomas W. Okell, Fabrizio Fasano, Valentina Tomassini, Kevin Murphy, Richard G. Wise
2021 J jnl
CoRR
Philip Müller, Vladimir Golkov, Valentina Tomassini, Daniel Cremers
2020 J jnl
Frontiers Artif. Intell.
Michael A. Germuska, Hannah Louise Chandler, Thomas W. Okell, Fabrizio Fasano, Valentina Tomassini, Kevin Murphy, Richard G. Wise
2020 conf
MIDL
Carolin M. Pirkl, Pedro A. Gómez, Ilona Lipp, Guido Buonincontri, Miguel Molina-Romero, Anjany Sekuboyina, Diana Waldmannstetter, Jonathan Dannenberg, Sebastian Endt, Alberto Merola, Joseph R. Whittaker, Valentina Tomassini, Michela Tosetti, Derek K. Jones, Bjoern H. Menze, Marion I. Menzel
2020 J jnl
NeuroImage
Ilona Lipp, Greg D. Parker, Emma C. Tallantyre, Alex Goodall, Steluta Grama, Eleonora Patitucci, Phoebe Heveron, Valentina Tomassini, Derek K. Jones
2019 J jnl
NeuroImage
Michael A. Germuska, Hannah Louise Chandler, Rachael C. Stickland, Catherine Foster, Fabrizio Fasano, Thomas W. Okell, J. Steven Reznick, Valentina Tomassini, Kevin Murphy, Richard G. Wise
2018 J jnl
CoRR
Aleksei Vasilev, Vladimir Golkov, Ilona Lipp, Eleonora Sgarlata, Valentina Tomassini, Derek K. Jones, Daniel Cremers
2015 conf
NER
Xian Yang, Lei Nie, Paul M. Matthews, Valentina Tomassini, Zhiwei Xu, Yike Guo
2010 J jnl
NeuroImage
Antonio Giorgio, Luca Santelli, Valentina Tomassini, Rose Bosnell, Stephen M. Smith, Nicola De Stefano, Heidi Johansen-Berg
2008 J jnl
NeuroImage
Zsigmond Tamás Kincses, Heidi Johansen-Berg, Valentina Tomassini, Rose Bosnell, Paul M. Matthews, Christian F. Beckmann
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)));