Maja Hadzic

35 papers B 7C 1Misc 1Journal 6Unranked 17
YearRankTypeTitle / Venue / Authors
2011 conf
SKG
Jamshaid Ashraf, Maja Hadzic
2011 conf
LDOW
Jamshaid Ashraf, Richard Cyganiak, Seán O'Riain, Maja Hadzic
2011 conf
JIST
Jamshaid Ashraf, Maja Hadzic
2010 J jnl
IEEE Trans. Syst. Man Cybern. Part A
Maja Hadzic, Elizabeth Chang
2010 B conf
CBMS
Marjan Khajehei, Maja Hadzic
2010 B conf
CBMS
Ehsan Nasiri Khoozani, Omar Khadeer Hussain, Tharam S. Dillon, Maja Hadzic
2010 conf
HEALTHINF
Ehsan Nasiri Khoozani, Maja Hadzic
2010 J jnl
Int. J. Funct. Informatics Pers. Medicine
Maja Hadzic, Fedja Hadzic, Tharam S. Dillon
2010 B conf
CBMS
Meifania Chen, Maja Hadzic
2009 conf
OTM Workshops
Maja Hadzic, Darshan S. Dillon
2009 ch.
Biomedical Data and Applications
Maja Hadzic, Meifania Chen, Rick Brouwer
2009 B conf
CBMS
Meifania Chen, Maja Hadzic
2009 book
Maja Hadzic, Pornpit Wongthongtham, Tharam S. Dillon, Elizabeth Chang
2009 conf
DEXA Workshops
Maja Hadzic, Darshan S. Dillon, Tharam S. Dillon
2009 ch.
Advances in Web Semantics I
Maja Hadzic, Elizabeth Chang
2008 conf
IT Revolutions
Maja Hadzic, Meifania Chen, Rick Brouwer, Tharam S. Dillon
2008 Misc conf
APCCM
Tharam S. Dillon, Elizabeth Chang, Maja Hadzic, Pornpit Wongthongtham
2008 conf
HEALTHINF (2)
Maja Hadzic, Fedja Hadzic, Tharam S. Dillon
2008 J jnl
Comput. Syst. Sci. Eng.
Maja Hadzic, Elizabeth Chang
2008 B conf
CBMS
Tharam S. Dillon, Elizabeth Chang, Maja Hadzic
2008 conf
OTM Workshops
Maja Hadzic, Elizabeth Chang
2008 B conf
CBMS
Maja Hadzic, Russel D'Souza, Fedja Hadzic, Tharam S. Dillon
2008 conf
BIBM
Maja Hadzic, Meifania Chen, Tharam S. Dillon
2008 conf
HICSS
Maja Hadzic, Fedja Hadzic, Tharam S. Dillon
2008 J jnl
Int. J. Metadata Semant. Ontologies
Maja Hadzic, Elizabeth Chang
2007 B conf
SMC
Maja Hadzic, Elizabeth Chang, Tharam S. Dillon
2007 conf
OTM Workshops (2)
Maja Hadzic, Roberta Ann Cowan
2006 conf
OTM Workshops (1)
Maja Hadzic, Bart De Moor, Yves Moreau, Arek Kasprzyk
2006 J jnl
Inf. Sci.
Mihaela Ulieru, Maja Hadzic, Elizabeth Chang
2005 J jnl
Int. J. Web Grid Serv.
Maja Hadzic, Elizabeth Chang
2005 conf
HICSS
Maja Hadzic, Elizabeth Chang
2005 conf
SOAS
Maja Hadzic, Elizabeth Chang
2005 C conf
CAINE
Maja Hadzic, Elizabeth Chang
2004 conf
SAG
Maja Hadzic, Elizabeth Chang
2004 conf
ICSNW
Maja Hadzic, Elizabeth Chang
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"