Verity M. McClelland

15 papers Misc 5Journal 5Unranked 5
YearRankTypeTitle / Venue / Authors
2025 Misc conf
ICASSP
Farwa Abbas, Verity M. McClelland, Wei Dai, Zoran Cvetkovic
2025 J jnl
IEEE Trans. Biomed. Eng.
Farwa Abbas, Verity M. McClelland, Zoran Cvetkovic, Wei Dai
2024 conf
EUSIPCO
Farwa Abbas, Verity M. McClelland, Zoran Cvetkovic, Wei Dai
2024 J jnl
IEEE Trans. Biomed. Eng.
Zhenghao Guo, Yuhang Xu, Jan Rosenzweig, Verity M. McClelland, Ivana Rosenzweig, Zoran Cvetkovic
2024 conf
EMBC
Zhenghao Guo, Verity M. McClelland, Wei Dai, Fengyu Cong, Zoran Cvetkovic
2023 Misc conf
ICASSP
Farwa Abbas, Verity M. McClelland, Zoran Cvetkovic, Wei Dai
2023 Misc conf
ICASSP
Zhenghao Guo, Verity M. McClelland, Wei Dai, Zoran Cvetkovic
2022 J jnl
IEEE Trans. Biomed. Eng.
Zhenghao Guo, Verity M. McClelland, Osvaldo Simeone, Kerry R. Mills, Zoran Cvetkovic
2021 conf
EMBC
Shengjia Du, Qi Yu, Wei Dai, Verity M. McClelland, Zoran Cvetkovic
2021 J jnl
CoRR
Zhenghao Guo, Verity M. McClelland, Osvaldo Simeone, Kerry R. Mills, Zoran Cvetkovic
2021 conf
EMBC
Zhenghao Guo, Verity M. McClelland, Zoran Cvetkovic
2018 Misc conf
ICASSP
Yuhang Xu, Qi Yu, Wei Dai, Zoran Cvetkovic, Verity M. McClelland
2017 conf
EMBC
Yuhang Xu, Verity M. McClelland, Zoran Cvetkovic, Kerry R. Mills
2017 J jnl
IEEE Trans. Biomed. Eng.
Yuhang Xu, Verity M. McClelland, Zoran Cvetkovic, Kerry R. Mills
2016 Misc conf
ICASSP
Yuhang Xu, Verity M. McClelland, Zoran Cvetkovic, Kerry R. Mills
redb/extractor_registry.py
← Index redb/extractor_registry.py python
"""
Extractor registry with lazy loading by file type.

Groups extractors by file type (pe, elf, macho, apk) and only imports
the relevant group when that file type is first encountered. This avoids
loading heavy dependencies (pefile, lief, androguard, etc.) into workers
that don't need them.
"""
import importlib
import logging

logger = logging.getLogger(__name__)

# Registry: group name -> list of (module_path, class_names)
_REGISTRY = {
    "pe": [
        ("redb.extractors.pe_extractors", [
            "PEFeaturesExtractor",
            "PEImportExtractor",
            "PEResourceExtractor",
            "PEOverlayExtractor",
            "PESectionExtractor",
            "PESignatureExtractor",
            "PEExtraFindings",
            "PEInconstistencyTestsExtractor",
            "PEDotNetExtractor",
        ]),
    ],
    "elf": [
        ("redb.extractors.elf_extractors", [
            "ELFFeaturesExtractor",
            "ELFSegmentExtractor",
            "ELFSectionExtractor",
            "ELFDependencyExtractor",
            "ELFSymbolExtractor",
            "ELFImportExtractor",
            "ELFExportExtractor",
            "ELFRelocationExtractor",
            "ELFNotesExtractor",
        ]),
    ],
    "macho": [
        ("redb.extractors.macho_extractors", [
            "MachOFeaturesExtractor",
            "MachOSegmentExtractor",
            "MachOImportExtractor",
            "MachOExportExtractor",
            "MachODylibExtractor",
            "MachOSignatureExtractor",
        ]),
    ],
    "apk": [
        ("redb.extractors.apk_extractors", [
            "APKFeaturesExtractor",
            "APKManifestExtractor",
            "APKPermissionsExtractor",
            "APKSignatureExtractor",
            "APKDexExtractor",
            "APKResourceExtractor",
            "APKNativeLibExtractor",
            "APKInconsistencyTestsExtractor",
        ]),
        ("redb.extractors.decompiler.DecompileAPK", [
            "DecompileAPK",
        ]),
    ],
    "js": [
        ("redb.extractors.js_extractors", [
            "JSFeaturesExtractor",
            "JSSuspiciousAPIsExtractor",
            "JSStringsExtractor",
            "JSDeobfuscationExtractor",
            "JSContentExtractor",
        ]),
    ],
}

# Map filetype labels (from Magika) to registry group names
FILETYPE_TO_GROUP = {
    "pebin": "pe",
    "elf": "elf",
    "macho": "macho",
    "apk": "apk",
    "javascript": "js",
}

# Cache: group name -> {class_name: class}
_group_cache = {}


def _load_group(group_name):
    """Import all extractors for a group. Cached after first call."""
    if group_name in _group_cache:
        return _group_cache[group_name]

    logger.debug(f"Loading extractor group: {group_name}")

    # Suppress androguard logging before importing APK extractors
    if group_name == "apk":
        from loguru import logger as loguru_logger
        loguru_logger.disable("androguard")

    classes = {}
    for module_path, class_names in _REGISTRY[group_name]:
        mod = importlib.import_module(module_path)
        for name in class_names:
            classes[name] = getattr(mod, name)

    _group_cache[group_name] = classes
    return classes


def get_filetype_modules(filetype):
    """Get the list of format-specific extractor classes for a filetype.

    Returns only analysis extractors (excludes decompilers like DecompileAPK).
    """
    group = FILETYPE_TO_GROUP.get(filetype)
    if not group:
        return []
    classes = _load_group(group)
    return [cls for name, cls in classes.items() if not name.startswith("Decompile")]


def get_extractor_class(name):
    """Look up a single extractor class by name across all groups.

    Checks cached groups first, then loads groups on demand.
    """
    # Check already-loaded groups first
    for group_classes in _group_cache.values():
        if name in group_classes:
            return group_classes[name]

    # Search all groups (triggers lazy loading)
    for group_name in _REGISTRY:
        classes = _load_group(group_name)
        if name in classes:
            return classes[name]

    return None