Hakim Denoun

13 papers A 2Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Int. J. Autom. Control.
Arezki Fekik, Hocine Khati, Ahmad Taher Azar, Mohamed Lamine Hamida, Hakim Denoun, Nashwa Ahmad Kamal
2024 J jnl
IEEE Access
Arezki Fekik, Miroslav Mahdal, Mohamed Lamine Hamida, Malek Ghanes, Sundarapandian Vaidyanathan, Amar Bousbaine, Hakim Denoun
2023 J jnl
Int. J. Serv. Sci. Manag. Eng. Technol.
Arezki Fekik, Mohamed Lamine Hamida, Dyhia Kais, Hocine Khati, Amar Bousbaine, Hakim Denoun
2023 ch.
Mobile Robot: Motion Control and Path Planning
Arezki Fekik, Ahmad Taher Azar, Mohamed Lamine Hamida, Hakim Denoun, Sabrina Mohand Saidi, Amar Bousbaine, Nashwa Ahmad Kamal, Ibraheem Kasim Ibraheem, Amjad J. Humaidi, Ammar K. Al Mhdawi, Alaa M. Khamis
2023 A conf
ICCAD
Arezki Fekik, Ahmad Taher Azar, Mohamed Lamine Hamida, Hakim Denoun, Dyhia Kais, Sabrina Mohand Saidi, Amar Bousbaine, Nashwa Ahmad Kamal, Ammar K. Al Mhdawi, Chakib Ben Njima
2022 J jnl
Period. Polytech. Electr. Eng. Comput. Sci.
Mohamed Lamine Hamida, Arezki Fekik, Hakim Denoun, Farid Kadi
2021 J jnl
Int. J. Model. Identif. Control.
Arezki Fekik, Hakim Denoun, Mohamed Lamine Hamida, Sundarapandian Vaidyanathan, Nacera Yassa
2020 conf
AISI
Arezki Fekik, Ahmad Taher Azar, Nashwa Ahmad Kamal, Fernando E. Serrano, Mohamed Lamine Hamida, Hakim Denoun, Nacira Yassa
2019 J jnl
Int. J. Model. Identif. Control.
Arezki Fekik, Hakim Denoun, Mustapha Zaouia, Mohamed Lamine Hamida, Sundarapandian Vaidyanathan
2019 A conf
ICCAD
Dyhia Kais, Hakim Denoun, Mohamed Lamine Hamida, Arezki Fekik, Nacereddine Benamrouche
2019 conf
AISI
Arezki Fekik, Hakim Denoun, Ahmad Taher Azar, Nashwa Ahmad Kamal, Mustapha Zaouia, Nacera Yassa, Mohamed Lamine Hamida
2018 conf
SOFA (2)
Arezki Fekik, Ahmad Taher Azar, Hakim Denoun, Nashwa Ahmad Kamal, Mohamed Lamine Hamida, Dyhia Kais, Karima Amara
2018 conf
AISI
Arezki Fekik, Hakim Denoun, Ahmad Taher Azar, Mohamed Lamine Hamida, Mustapha Zaouia, Nabil Benyahia
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"