Naomi Feldman

23 papers A* 1A 1B 11Misc 2Journal 2Unranked 6
YearRankTypeTitle / Venue / Authors
2024 conf
EMNLP (Findings)
Eun-Kyoung Rosa Lee, Sathvik Nair, Naomi Feldman
2024 J jnl
CoRR
Eun-Kyoung Rosa Lee, Sathvik Nair, Naomi Feldman
2024 J jnl
CoRR
Oli Danyi Liu, Hao Tang, Naomi Feldman, Sharon Goldwater
2021 A conf
EACL
Yevgen Matusevych, Herman Kamper, Thomas Schatz, Naomi Feldman, Sharon Goldwater
2020 B conf
CogSci
Yevgen Matusevych, Thomas Schatz, Herman Kamper, Naomi Feldman, Sharon Goldwater
2020 B conf
CogSci
Ruolan Li, Thomas Schatz, Yevgen Matusevych, Sharon Goldwater, Naomi Feldman
2020 B conf
CogSci
Zoe Ovans, Yi Ting Huang, Naomi Feldman
2018 B conf
CogSci
Kasia Hitczenko, Reiko Mazuka, Micha Elsner, Naomi Feldman
2017 conf
CMCL@EACL
Laurel Perkins, Naomi Feldman, Jeffrey Lidz
2017 B conf
CoNLL
Naomi Feldman
2016 B conf
CogSci
Caitlin Richter, Naomi Feldman, Harini Salgado, Aren Jansen
2016 conf
ACL (2)
Micha Elsner, Stephanie Antetomaso, Naomi Feldman
2016 B conf
CogSci
Allyson Ettinger, Naomi Feldman, Philip Resnik, Colin Phillips
2016 B conf
CogSci
Kasia Hitczenko, Naomi Feldman
2015 Misc conf
ICASSP
Hynek Hermansky, Lukás Burget, Jordan Cohen, Emmanuel Dupoux, Naomi Feldman, John Godfrey, Sanjeev Khudanpur, Matthew Maciejewski, Sri Harish Reddy Mallidi, Anjali Menon, Tetsuji Ogawa, Vijayaditya Peddinti, Richard C. Rose, Richard M. Stern, Matthew Wiesner, Karel Veselý
2015 B conf
CogSci
Rachael Richardson, Naomi Feldman, William J. Idsardi
2015 conf
ACL (1)
Naho Orita, Eliana Vornov, Naomi Feldman, Hal Daumé III
2014 conf
CMCL@ACL
Naho Orita, Naomi Feldman, Jordan L. Boyd-Graber, Eliana Vornov
2014 conf
ACL (1)
Stella Frank, Naomi Feldman, Sharon Goldwater
2013 A* conf
EMNLP
Micha Elsner, Sharon Goldwater, Naomi Feldman, Frank Wood
2013 Misc conf
ICASSP
Aren Jansen, Emmanuel Dupoux, Sharon Goldwater, Mark Johnson, Sanjeev Khudanpur, Kenneth Church, Naomi Feldman, Hynek Hermansky, Florian Metze, Richard C. Rose, Mike Seltzer, Pascal Clark, Ian McGraw, Balakrishnan Varadarajan, Erin Bennett, Benjamin Börschinger, Justin T. Chiu, Ewan Dunbar, Abdellah Fourtassi, David Harwath, Chia-ying Lee, Keith D. Levin, Atta Norouzian, Vijayaditya Peddinti, Rachael Richardson, Thomas Schatz, Samuel Thomas
2013 B conf
CogSci
Naho Orita, Rebecca McKeown, Naomi Feldman, Jeffrey Lidz, Jordan L. Boyd-Graber
2012 B conf
CogSci
Yakov Kronrod, Emily Coppess, Naomi Feldman
redb/extractors/js_extractors/js_deobfuscator.py
← Index redb/extractors/js_extractors/js_deobfuscator.py python
"""Subprocess-driven JavaScript deobfuscator with jsbeautifier fallback.

Owns the heavy lifting that was previously embedded inside
`JSDeobfuscationExtractor` (`_run_deobfuscator` + `_try_jsbeautifier`). Exposed
as a single module-level entry point `deobfuscate(source, log)` so it can be
called from `JSContext.deobfuscated` (cached per sample) without dragging
extractor state through the call.

Configuration (env vars):
    JS_DEOBFUSCATOR_PATH    Path or name of the external tool (default: webcrack).
    JS_DEOBFUSCATE_TIMEOUT  Seconds before the external tool is killed
                            (process-group SIGTERM, then SIGKILL). Default: 60.

If the external tool produces non-empty output and exits 0, that wins. Otherwise
the source is run through jsbeautifier (which only normalises formatting, but
already exposes strings hidden by minification). If neither path produces
output, returns (None, None).

`FileNotFoundError` for the external tool is treated as routine — the analysis
server is either provisioned with the tool or it isn't — and demoted to a
debug-level log.
"""

import os
import signal
import subprocess
import tempfile
from typing import Optional, Tuple

DEFAULT_DEOBFUSCATOR = "webcrack"
DEFAULT_TIMEOUT_SECS = 60


def _run_external(
    source: str, deobfuscator_path: str, timeout: int, log
) -> Tuple[Optional[str], int]:
    """Run the configured external deobfuscator over `source` and capture stdout.

    Returns (text, returncode). `text` is `None` and `returncode` is `-1` when
    the binary is missing, the run timed out, or any other unexpected failure
    occurred. Missing-binary is logged at debug; timeouts and unexpected errors
    surface at warning/error.
    """
    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(
                [deobfuscator_path, tmp_path],
                stdout=subprocess.PIPE,
                stderr=subprocess.PIPE,
                preexec_fn=os.setsid,
            )

            try:
                stdout, _ = process.communicate(timeout=timeout)
                return stdout.decode("utf-8", errors="replace"), process.returncode
            except subprocess.TimeoutExpired:
                # Kill the entire process group so spawned helpers (e.g. node
                # subprocesses webcrack itself launches) get cleaned up 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"Deobfuscation timed out after {timeout}s")
                return None, -1
        finally:
            try:
                os.unlink(tmp_path)
            except Exception:
                pass
    except FileNotFoundError:
        log.debug(f"Deobfuscator binary not found at {deobfuscator_path}")
        return None, -1
    except Exception as e:
        log.error(f"Error running deobfuscator: {e}")
        return None, -1


def _try_jsbeautifier(source: str, log) -> Tuple[Optional[str], Optional[str]]:
    """Fallback path: format the source with jsbeautifier. Returns
    `(text, "jsbeautifier")` or `(None, None)` if jsbeautifier isn't installed
    or the call raised."""
    try:
        import jsbeautifier
        opts = jsbeautifier.default_options()
        opts.indent_size = 2
        return jsbeautifier.beautify(source, opts), "jsbeautifier"
    except ImportError:
        log.debug("jsbeautifier not available")
        return None, None
    except Exception as e:
        log.warning(f"jsbeautifier failed: {e}")
        return None, None


def deobfuscate(source: str, log) -> Tuple[Optional[str], Optional[str]]:
    """Run the configured external deobfuscator, falling back to jsbeautifier.

    Returns `(text, normalizer_used)` on success, or `(None, None)` when neither
    path produced non-empty output. `normalizer_used` is the basename of the
    external tool (e.g. `"webcrack"`) or the literal `"jsbeautifier"`.
    """
    if not source:
        return None, None

    deobfuscator_path = os.getenv("JS_DEOBFUSCATOR_PATH", DEFAULT_DEOBFUSCATOR)
    timeout = int(os.getenv("JS_DEOBFUSCATE_TIMEOUT", str(DEFAULT_TIMEOUT_SECS)))

    text, returncode = _run_external(source, deobfuscator_path, timeout, log)
    if text and returncode == 0 and text.strip():
        return text, os.path.basename(deobfuscator_path)

    return _try_jsbeautifier(source, log)