Karin Schnass

34 papers C 1Misc 2Journal 26Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
SIAM J. Optim.
Simon Ruetz, Karin Schnass
2025 conf
EUSIPCO
Morris-Luca Kühmeier, Karin Schnass, Ayush Bhandari
2023 J jnl
CoRR
Simon Ruetz, Karin Schnass
2022 J jnl
IEEE Signal Process. Lett.
Marie-Christine Pali, Simon Ruetz, Karin Schnass
2021 J jnl
SIAM J. Matrix Anal. Appl.
Simon Ruetz, Karin Schnass
2019 J jnl
IEEE Signal Process. Lett.
Karin Schnass
2019 J jnl
IEEE Trans. Signal Process.
Michael Sandbichler, Karin Schnass
2018 J jnl
IEEE Signal Process. Lett.
Karin Schnass
2018 J jnl
CoRR
Karin Schnass
2018 J jnl
CoRR
Flávio Teixeira, Karin Schnass
2018 J jnl
CoRR
Karin Schnass
2018 J jnl
EURASIP J. Adv. Signal Process.
Valeriya Naumova, Karin Schnass
2017 J jnl
CoRR
Valeriya Naumova, Karin Schnass
2017 conf
EUSIPCO
Valeriya Naumova, Karin Schnass
2017 J jnl
CoRR
Michael Sandbichler, Karin Schnass
2015 J jnl
CoRR
Karin Schnass
2015 J jnl
J. Mach. Learn. Res.
Karin Schnass
2014 J jnl
CoRR
Karin Schnass
2013 J jnl
CoRR
Karin Schnass
2012 J jnl
Found. Comput. Math.
Massimo Fornasier, Karin Schnass, Jan Vybíral
2011 Misc conf
ICASSP
Karin Schnass, Jan Vybíral
2010 Misc conf
ICASSP
Karin Schnass, Pierre Vandergheynst
2010 J jnl
CoRR
Karin Schnass, Pierre Vandergheynst
2010 J jnl
IEEE Trans. Inf. Theory
Rémi Gribonval, Karin Schnass
2010 J jnl
CoRR
Massimo Fornasier, Karin Schnass, Jan Vybíral
2009 J jnl
CoRR
Rémi Gribonval, Karin Schnass
2009
Karin Schnass
2008 J jnl
IEEE Trans. Inf. Theory
Holger Rauhut, Karin Schnass, Pierre Vandergheynst
2008 J jnl
IEEE Trans. Signal Process.
Karin Schnass, Pierre Vandergheynst
2008 conf
EUSIPCO
Rémi Gribonval, Karin Schnass
2007 conf
ICASSP (2)
Rémi Gribonval, Boris Mailhé, Holger Rauhut, Karin Schnass, Pierre Vandergheynst
2007 J jnl
IEEE Signal Process. Lett.
Karin Schnass, Pierre Vandergheynst
2007 J jnl
CoRR
Holger Rauhut, Karin Schnass, Pierre Vandergheynst
2006 C conf
MMSP
Karin Schnass, Pierre Vandergheynst, Pascal Frossard
redb/extractors/js_extractor.py
← Index redb/extractors/js_extractor.py python
import logging
import re
from abc import ABCMeta, abstractmethod

from redb.extractors.extractor import Extractor
from redb.extractors.js_extractors.js_context import JSContext, _text_entropy

logger = logging.getLogger(__name__)

# ESM is recognised by line-anchored `import ... from "..."` / bare side-effect
# `import "..."` / top-level `export ...`. Anchored at line start to avoid
# matching the substring inside string literals or comments.
_ESM_PATTERN = re.compile(
    r'(?m)^\s*(?:'
    r'import\s+[^;\n]*?\bfrom\s+[\'"]'
    r'|import\s+[\'"][^\'"]+[\'"]'
    r'|export\s+(?:default\b|\{|\*|const\b|let\b|var\b|function\b|class\b|async\b)'
    r')'
)


@abstractmethod
class JSExtractor(Extractor, metaclass=ABCMeta):
    """Base class for JavaScript file extractors.

    Every JSExtractor reads its raw materials (bytes / decoded source / line
    list / scan_source results / pyjsparser AST / text entropy) from a shared
    `JSContext`. When workers.py drives the JS pipeline it builds one context
    per sample and threads it into every extractor via `context=`. When tests
    or other callers instantiate an extractor directly, the constructor builds
    a fresh context from `(filepath, source=...)`.

    All historical instance attributes (`self.binary`, `self.js_source`,
    `self.lines`) and helpers (`self._decode_source`, `self._parse_ast`,
    `self._calculate_text_entropy`) are preserved as thin delegators so
    existing extractor code keeps working unchanged.
    """

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        known_benign=False,
        known_malicious=False,
        source=None,
        context=None,
    ):
        if context is None:
            context = JSContext.from_path(filepath, log=log, source=source)
        elif source is not None and context.source != source:
            log.warning(
                "JSExtractor received both `source=` and `context=` with "
                "differing source; ignoring source kwarg"
            )
        self._context = context

        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            known_benign=known_benign,
            known_malicious=known_malicious,
        )

    @property
    def binary(self):
        return self._context.raw_bytes

    @property
    def js_source(self):
        return self._context.source

    @property
    def lines(self):
        return self._context.lines

    def _decode_source(self):
        """Back-compat shim — the context already decoded once at construction.

        Kept so any external caller using the historical method name keeps
        working without touching the underlying bytes again.
        """
        return self._context.source

    def _parse_ast(self):
        """Return the shared pyjsparser AST (or None if unavailable)."""
        return self._context.ast

    def _calculate_text_entropy(self, text):
        """Shannon text entropy for `text`.

        When `text` is the context's own source we read the cached value;
        otherwise we compute fresh. JSStringsExtractor calls this on arbitrary
        decoded substrings, so the fresh-compute path must remain available.
        """
        if text is self._context.source:
            return self._context.text_entropy
        return _text_entropy(text)

    def _detect_environment(self):
        """Detect the target JS runtime environment."""
        src = self.js_source
        if not src:
            return "unknown"

        # WScript/WSH indicators
        wscript_patterns = [
            'WScript.', 'WSH.', 'ActiveXObject', 'Scripting.FileSystemObject',
            'WScript.Shell', 'ADODB.Stream',
        ]
        for p in wscript_patterns:
            if p in src:
                return "wscript"

        # Browser-extension APIs — checked before generic browser/worker because
        # `chrome.*` and `browser.runtime` are distinctive of MV2/MV3 extensions
        extension_patterns = [
            'chrome.runtime', 'chrome.tabs', 'chrome.storage',
            'chrome.webRequest', 'browser.runtime', 'browser.tabs',
        ]
        for p in extension_patterns:
            if p in src:
                return "browser_extension"

        # Service / Web Workers — worker-only APIs that don't appear in regular
        # browser pages (a generic browser script would use `window.` or
        # `document.`, never `self.importScripts` or `caches.match`)
        worker_patterns = [
            "self.addEventListener('fetch'", 'self.addEventListener("fetch"',
            'self.importScripts', 'self.skipWaiting',
            'caches.match', 'caches.open',
        ]
        for p in worker_patterns:
            if p in src:
                return "service_worker"

        # Deno runtime
        if 'Deno.' in src:
            return "deno"

        # Node.js indicators
        node_patterns = [
            'require(', 'module.exports', 'process.env', '__dirname',
            '__filename', 'Buffer.', 'child_process',
        ]
        for p in node_patterns:
            if p in src:
                return "node"

        # Browser indicators
        browser_patterns = [
            'document.', 'window.', 'navigator.', 'localStorage',
            'sessionStorage', 'XMLHttpRequest', 'addEventListener',
        ]
        for p in browser_patterns:
            if p in src:
                return "browser"

        return "unknown"

    def _detect_script_type(self):
        """Detect the script type/format."""
        src = self.js_source
        if not src:
            return "unknown"

        stripped = src.lstrip()

        # JScript.Encode payload — must be checked first since the encoded
        # body can't be classified any other way
        if stripped.startswith('#@~^'):
            return "jse"

        # WSF / HTA live in the first few KB of an HTML-ish wrapper
        head_lower = stripped[:4096].lower()

        # Windows Script File — XML wrapper around one or more <script> blocks
        if ('<job' in head_lower or '<package' in head_lower) and '<script' in head_lower:
            return "wsf"

        # HTML Application — distinct from generic embedded_html because HTAs
        # run under mshta.exe with full WSH/ActiveX access
        if '<hta:application' in head_lower or 'application/hta' in head_lower:
            return "hta"

        if stripped.startswith('<!') or stripped.startswith('<html') or '<script' in stripped[:2000]:
            return "embedded_html"

        if 'WScript.' in src or 'WSH.' in src:
            return "wscript"

        if _ESM_PATTERN.search(src):
            return "esm"

        if 'require(' in src or 'module.exports' in src:
            return "node_module"

        return "standalone"