Isabella Lari

33 papers B 2C 1Misc 1Journal 27Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comput. Sci. Rev.
Giorgio Ausiello, Lorenzo Balzotti, Paolo Giulio Franciosa, Isabella Lari, Andrea Ribichini
2023 J jnl
Networks
Elena Fernández, Isabella Lari, Justo Puerto, Federica Ricca, Andrea Scozzari
2022 J jnl
CoRR
Giorgio Ausiello, Lorenzo Balzotti, Paolo Giulio Franciosa, Isabella Lari, Andrea Ribichini
2021 J jnl
Discret. Appl. Math.
Maurizio Bruglieri, Roberto Cordone, Isabella Lari, Federica Ricca, Andrea Scozzari
2020 J jnl
CoRR
Giorgio Ausiello, Paolo Giulio Franciosa, Isabella Lari, Andrea Ribichini
2019 J jnl
Networks
Giorgio Ausiello, Paolo Giulio Franciosa, Isabella Lari, Andrea Ribichini
2018 J jnl
Discret. Optim.
Isabella Lari, Justo Puerto, Federica Ricca, Andrea Scozzari
2017 J jnl
CoRR
Giorgio Ausiello, Paolo Giulio Franciosa, Isabella Lari, Andrea Ribichini
2016 J jnl
Electron. Notes Discret. Math.
Isabella Lari, Justo Puerto, Federica Ricca, Andrea Scozzari
2016 J jnl
Digit. Signal Process.
Piero Barone, Isabella Lari
2016 J jnl
Networks
Isabella Lari, Federica Ricca, Justo Puerto, Andrea Scozzari
2014 J jnl
Discret. Appl. Math.
Bruno Simeone, Gilbert Nouno, M. Mezzadri, Isabella Lari
2014 J jnl
Ann. Oper. Res.
Isabella Lari, Federica Ricca, Andrea Scozzari
2014 Misc conf
ISAIM
Endre Boros, Isabella Lari
2014 J jnl
Ann. Oper. Res.
Isabella Lari, Friedrich Pukelsheim, Federica Ricca
2011 J jnl
Networks
Isabella Lari, Federica Ricca, Andrea Scozzari, Ronald I. Becker
2009 J jnl
Discret. Appl. Math.
Nicola Apollonio, Ronald I. Becker, Isabella Lari, Federica Ricca, Bruno Simeone
2009 J jnl
Discret. Appl. Math.
Isabella Lari, Maurizio Maravalle, Bruno Simeone
2008 J jnl
Eur. J. Oper. Res.
Isabella Lari, Federica Ricca, Andrea Scozzari
2008 C conf
CTW
Isabella Lari, Federica Ricca, Andrea Scozzari, Ronald I. Becker
2008 J jnl
Math. Program.
Bahman Kalantari, Isabella Lari, Federica Ricca, Bruno Simeone
2008 J jnl
Networks
Nicola Apollonio, Isabella Lari, Federica Ricca, Bruno Simeone, Justo Puerto
2007 J jnl
Eur. J. Oper. Res.
Ronald I. Becker, Isabella Lari, Andrea Scozzari
2007 J jnl
Ann. Oper. Res.
Ronald I. Becker, Isabella Lari, Andrea Scozzari, Giovanni Storchi
2004 J jnl
Discret. Appl. Math.
Endre Boros, Isabella Lari, Bruno Simeone
2002 J jnl
Networks
Ronald I. Becker, Isabella Lari, Giovanni Storchi, Andrea Scozzari
2002 J jnl
Discret. Appl. Math.
Ronald I. Becker, Yen-I Chiang, Isabella Lari, Andrea Scozzari, Giovanni Storchi
2002 B conf
WG
Isabella Lari, Federica Ricca, Andrea Scozzari
2001 J jnl
Theory Comput. Syst.
Ronald I. Becker, Isabella Lari, Mario Lucertini, Bruno Simeone
2001 B conf
ISAAC
Ronald I. Becker, Yen-I Chiang, Isabella Lari, Andrea Scozzari
1998 J jnl
Networks
Ronald I. Becker, Isabella Lari, Mario Lucertini, Bruno Simeone
1992 conf
PROLAMAT
Alessandro Ciancimino, Isabella Lari, Claudio Valant
1990 conf
Modelling the Innovation
Alessandro Ciancimino, Isabella Lari, Fernando Nicolò, Mario Lucertini
redb/extractors/js_extractors/js_xray.py
← Index redb/extractors/js_extractors/js_xray.py python
"""Subprocess wrapper for the bundled js-x-ray Node bridge.

Mirrors `js_deobfuscator.py`: shell out to a Node script with a per-sample
timeout, kill the process group on hang, demote `FileNotFoundError` to debug
(missing tool is routine — the host either has Node + the bundled package
installed or it doesn't), and return a structured result on success.

The bridge lives at `redb/extractors/js_extractors/scripts/js-xray-runner.js`.
Operators install the JS dependency once with `npm install` in that directory
(or override the path with `JS_XRAY_RUNNER_PATH`).

Configuration (env vars):
    JS_XRAY_RUNNER_PATH   Path to the Node bridge script (default: bundled).
    JS_XRAY_TIMEOUT       Seconds before the subprocess is killed. Default: 30.

`run(source, log)` returns `XRayResult(obfuscator, warnings)` on a successful
analysis, or `XRayResult(None, [])` for any non-success path (binary missing,
timeout, parse failure, etc.). The two unsuccessful states are
indistinguishable to the caller on purpose — they all collapse to "no
js-x-ray verdict, fall back to heuristic".
"""

from __future__ import annotations

import json
import os
import signal
import subprocess
import tempfile
from dataclasses import dataclass, field
from typing import List, Optional

# Bundled bridge: redb/extractors/js_extractors/scripts/js-xray-runner.js
_DEFAULT_RUNNER = os.path.join(
    os.path.dirname(__file__), "scripts", "js-xray-runner.js"
)
_DEFAULT_NODE = "node"
_DEFAULT_TIMEOUT_SECS = 30


@dataclass
class XRayResult:
    """Parsed js-x-ray output. `obfuscator` is the recognised family name
    (e.g. "jsfuck", "obfuscator.io") or None when js-x-ray did not flag the
    code. `warnings` carries every {kind, value} pair the analyser produced;
    the heuristic uses it as a corroborating signal. `avg_identifier_length`
    is js-x-ray's own AST-derived figure — used as a fallback for the
    heuristic's `avg_identifier_length<2` strong signal when pyjsparser
    can't parse the source (anything ES2015+ trips it)."""

    obfuscator: Optional[str] = None
    warnings: List[dict] = field(default_factory=list)
    avg_identifier_length: Optional[float] = None

    @property
    def flagged(self) -> bool:
        return self.obfuscator is not None


def _empty() -> XRayResult:
    return XRayResult(obfuscator=None, warnings=[])


def run(source: str, log) -> XRayResult:
    if not source:
        return _empty()

    runner = os.getenv("JS_XRAY_RUNNER_PATH", _DEFAULT_RUNNER)
    node_bin = os.getenv("JS_XRAY_NODE_BIN", _DEFAULT_NODE)
    timeout = int(os.getenv("JS_XRAY_TIMEOUT", str(_DEFAULT_TIMEOUT_SECS)))

    if not os.path.exists(runner):
        log.debug(f"js-x-ray runner not found at {runner}")
        return _empty()

    # Skip the subprocess entirely when the JS dependency isn't installed.
    # Without this, every call to a host that has `node` but never ran
    # `npm install` next to the runner would still fork node, get a require
    # error, and exit nonzero — wasted ~50–200ms per JS sample (and per test).
    runner_dir = os.path.dirname(runner)
    if not os.path.isdir(os.path.join(runner_dir, "node_modules", "@nodesecure", "js-x-ray")):
        log.debug(f"@nodesecure/js-x-ray not installed in {runner_dir}")
        return _empty()

    tmp_path = None
    try:
        with tempfile.NamedTemporaryFile(
            suffix=".js", mode="w", delete=False, encoding="utf-8"
        ) as tmp:
            tmp.write(source)
            tmp_path = tmp.name

        try:
            process = subprocess.Popen(
                [node_bin, runner, tmp_path],
                stdout=subprocess.PIPE,
                stderr=subprocess.PIPE,
                preexec_fn=os.setsid,
            )
            try:
                stdout, stderr = process.communicate(timeout=timeout)
            except subprocess.TimeoutExpired:
                # Kill the whole process group so any node helpers die too.
                try:
                    os.killpg(os.getpgid(process.pid), signal.SIGTERM)
                    process.wait(timeout=5)
                except Exception:
                    try:
                        os.killpg(os.getpgid(process.pid), signal.SIGKILL)
                    except Exception:
                        pass
                log.warning(f"js-x-ray timed out after {timeout}s")
                return _empty()

            if process.returncode != 0:
                err = stderr.decode("utf-8", errors="replace").strip()
                log.debug(f"js-x-ray exited {process.returncode}: {err}")
                return _empty()

            text = stdout.decode("utf-8", errors="replace").strip()
            if not text:
                return _empty()

            try:
                payload = json.loads(text)
            except json.JSONDecodeError as e:
                log.warning(f"js-x-ray emitted non-JSON output: {e}")
                return _empty()

            obfuscator = payload.get("obfuscator")
            warnings = payload.get("warnings") or []
            if not isinstance(warnings, list):
                warnings = []

            ids_avg = payload.get("idsLengthAvg")
            if not isinstance(ids_avg, (int, float)):
                ids_avg = None

            return XRayResult(
                obfuscator=obfuscator,
                warnings=warnings,
                avg_identifier_length=ids_avg,
            )
        finally:
            if tmp_path:
                try:
                    os.unlink(tmp_path)
                except Exception:
                    pass
    except FileNotFoundError:
        log.debug(f"node binary not found at {node_bin}")
        return _empty()
    except Exception as e:
        log.error(f"js-x-ray subprocess error: {e}")
        return _empty()