Jacqueline Maria Dias

20 papers B 18Journal 1Unranked 1
YearRankTypeTitle / Venue / Authors
2025 B conf
COMPSAC
Fatma Refaat Ahmed, Nabeel Al-Yateem, Sahel Mohammad Hajian, Meera Essam, Noura Mohamad, Alounoud Almarzooqi, Heba Khalil, Muhammad Arsyad Subu, Jacqueline Maria Dias, Mini Sara Abraham, Mohannad AbuRuz, Heba Mustafa, Ahmed Rajeh Saifan
2025 B conf
COMPSAC
Muhammad Arsyad Subu, Richard Mottershead, Anggun Janu Harmaji, Fatma Refaat Ahmed, Fitria Handayani, Jacqueline Maria Dias, Syamsulhuda Budi Musthofa, Mini Sara Abraham, Syed Azizur Rahman, Nabeel Al-Yateem, Janisha Kavumpurath
2024 B conf
COMPSAC
Muhammad Arsyad Subu, Jacqueline Maria Dias, Fatma Refaat Ahmed, Widanarti Setyaningsih, Richard Mottershead, Syed Azizur Rahman, Sari Narulita, Mohammad AlShabi, Aliana Dewi, Aan Sutandi, Zakiyah Zakiyah, Henny Suzana Mediani, Maryuni Maryuni, Ulfah Nuraeni Karim, Nabeel Al-Yateem
2024 B conf
COMPSAC
Fatma Refaat Ahmed, Nabeel Al-Yateem, Esraa Rushdan, Ahmad Rajeh Saifan, Syed Azizur Rahman, Richard Mottershead, Heba Hesham Hijazi, Muhammad Arsyad Subu, Wegdan Bani-Issa, Jacqueline Maria Dias, Mohannad Eid AbuRuz
2023 B conf
COMPSAC
Nida Nasir, Mohammad Al-Shabi, Nabeel Al-Yateem, Syed Azizur Rahman, Muhammad Arsyad Subu, Heba Hesham Hijazi, Fatma Refaat Ahmed, Jacqueline Maria Dias, Amina Al-Marzouqi, Mohammad Yousef Alkhawaldeh, Mohannad Eid AbuRuz, Ahmad Rajeh Saifan
2023 B conf
COMPSAC
Mohammad Yousef Alkhawaldeh, Muhammad Arsyad Subu, Nabeel Al-Yateem, Syed Azizur Rahman, Fatma Refaat Ahmed, Jacqueline Maria Dias, Mohannad Eid AbuRuz, Ahmad Rajeh Saifan, Amina Al-Marzouqi, Heba Hesham Hijazi, Mohamad Qasim Alshabi, Ahmed Hossain
2023 B conf
COMPSAC
Ahmed Hossain, Md. Aminul Islam, Anika Tasneem Chowdhury, Syed Azizur Rahman, Alounoud Salman, Jacqueline Maria Dias, Muhammad Arsyad Subu, Mohammad Yousef Alkhawaldeh, Amina Al-Marzouqi, Heba Hesham Hijazi, Mohamad Qasim Alshabi, Nabeel Al-Yateem
2023 B conf
COMPSAC
Nida Nasir, Mohammad Al-Shabi, Nabeel Al-Yateem, Syed Azizur Rahman, Muhammad Arsyad Subu, Heba Hesham Hijazi, Fatma Refaat Ahmed, Jacqueline Maria Dias, Amina Al-Marzouqi, Mohammad Yousef Alkhawaldeh, Ahmad Rajeh Saifan, Mohannad Eid AbuRuz
2023 B conf
COMPSAC
Muhammad Arsyad Subu, Mohammad Yousef Alkhawaldeh, Fatma Refaat Ahmed, Nabeel Al-Yateem, Jacqueline Maria Dias, Syed Azizur Rahman, Mohannad Eid AbuRuz, Ahmad Rajeh Saifan, Amina Al-Marzouqi, Heba Hesham Hijazi, Mohamad Qasim Alshabi, Ahmed Hossain
2023 B conf
COMPSAC
Mohammad Yousef Alkhawaldeh, Muhammad Arsyad Subu, Nabeel Al-Yateem, Syed Azizur Rahman, Fatma Refaat Ahmed, Jacqueline Maria Dias, Mohannad Eid AbuRuz, Ahmad Rajeh Saifan, Amina Al-Marzouqi, Heba Hesham Hijazi, Mohamad Qasim Alshabi, Ahmed Hossain
2023 B conf
COMPSAC
Ahmad Rajeh Saifan, Mohannad Eid AbuRuz, Nabeel Al-Yateem, Syed Azizur Rahman, Muhammad Arsyad Subu, Heba Hesham Hijazi, Fatma Refaat Ahmed, Jacqueline Maria Dias, Amina Al-Marzouqi, Mohammad Yousef Alkhawaldeh, Mohamad Qasim Alshabi, Ahmed Hossain
2023 B conf
COMPSAC
Suhartini Ismail, Muhammad Arsyad Subu, Nabeel Al-Yateem, Mohammad Yousef Alkhawaldeh, Fatma Refaat Ahmed, Jacqueline Maria Dias, Mohannad Eid AbuRuz, Ahmad Rajeh Saifan, Amina Al-Marzouqi, Heba Hesham Hijazi, Mohamad Qasim Alshabi, Syed Azizur Rahman
2022 B conf
COMPSAC
Muhammad Arsyad Subu, Nabeel Al-Yateem, Imam Waluyo, Jacqueline Maria Dias, Syed Azizur Rahman, Fatma Refaat Ahmed, Siti A. Murono, Sheikh Iqbal Ahamed, Ahmad Rajeh Saifan, Tilawaty Aprina, Amina Al-Marzouqi
2022 conf
ICDH
Muhammad Arsyad Subu, Imam Waluyo, Nabeel Al-Yateem, Ika Riana, Jacqueline Maria Dias, Ahmad Rajeh Saifan, Syed Azizur Rahman, Sheikh Iqbal Ahamed, Jinten Jumiati, Fatma Refaat Ahmed, Amina Al-Marzouqi
2022 B conf
COMPSAC
Syed Azizur Rahman, Swetha Variyath, Nabeel Al-Yateem, Sheikh Iqbal Ahamed, Amina Al-Marzouqi, Muhammad Arsyad Subu, Jacqueline Maria Dias, Ahmad Rajeh Saifan, Fatma Refaat Ahmed
2022 B conf
COMPSAC
Ahmad Rajeh Saifan, Nabeel Al-Yateem, Jacqueline Maria Dias, Fatma Refaat Ahmed, Muhammad Arsyad Subu, Syed Azizur Rahman, Amina Al-Marzouqi, Sheikh Iqbal Ahamed
2021 B conf
COMPSAC
Nabeel Al-Yateem, Amina Al-Marzouqi, Jacqueline Maria Dias, Muhammad Arsyad Subu, Syed Azizur Rahman, Sheikh Iqbal Ahamed, Mohammad AlShabi
2021 B conf
COMPSAC
Muhammad Arsyad Subu, Nabeel Al-Yateem, Imam Waluyo, Jacqueline Maria Dias, Syed Azizur Rahman, Rinto Agustino, Sheikh Iqbal Ahamed, Amina Al-Marzouqi
2021 B conf
COMPSAC
Muhammad Arsyad Subu, Nabeel Al-Yateem, Imam Waluyo, Djadjang Aditaruna, Syed Azizur Rahman, Amina Al-Marzouqi, Jacqueline Maria Dias, Sheikh Iqbal Ahamed
2021 J jnl
Int. J. Interact. Mob. Technol.
Semiyu Adejare Aderibigbe, Jacqueline Maria Dias, Mini Sara Abraham
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"