Wanting Cui

27 papers Misc 2Unranked 25
YearRankTypeTitle / Venue / Authors
2025 conf
MedInfo
Wanting Cui, Joseph Finkelstein
2025 conf
MedInfo
Yunbing Bai, Wanting Cui, Joseph Finkelstein
2024 conf
AIME (1)
Brian W. Locke, W. Wayne Richards, Jeanette P. Brown, Wanting Cui, Joseph Finkelstein, Krishna M. Sundar, Ramkiran Gouripeddi
2024 conf
ICHI
Wanting Cui, Kensaku Kawamoto, Keaton L. Morgan, Joseph Finkelstein
2023 conf
MIE
Aref Smiley, Ihor Havrylchuk, Te-Yi Tsai, Elena Zakashansky, Aileen S. Gabriel, Taulant Xhakli, Wanting Cui, Irena Parvanova, Hu Cui, Joseph Finkelstein
2023 conf
ICIMTH
Aref Smiley, Te-Yi Tsai, Elena Zakashansky, Aileen S. Gabriel, Taulant Xhakli, Wanting Cui, Xingyue Huo, Ihor Havrylchuk, Hu Cui, Joseph Finkelstein
2023 conf
MedInfo
Wanting Cui, Joseph Finkelstein
2023 conf
MedInfo
Aref Smiley, Te-Yi Tsai, Ihor Havrylchuk, Aileen S. Gabriel, Elena Zakashansky, Taulant Xhakli, Jinyan Lyu, Wanting Cui, Irena Parvanova, Joseph Finkelstein
2023 conf
BIBM
Wanting Cui, Joseph Finkelstein
2023 conf
ICIMTH
Wanting Cui, Fatemeh Shah-Mohammadi, Joseph Finkelstein
2022 conf
ICIMTH
Jinyan Lyu, Wanting Cui, Joseph Finkelstein
2022 conf
BIOSIGNALS
Fatemeh Shah-Mohammadi, Wanting Cui, Keren Bachi, Yasmin Hurd, Joseph Finkelstein
2022 conf
MIE
Wanting Cui, Joseph Finkelstein
2022 conf
MIE
Jinyan Lyu, Wanting Cui, Joseph Finkelstein
2022 Misc conf
AMIA
Wanting Cui, Joseph Finkelstein
2022 conf
ICIMTH
Wanting Cui, Joseph Finkelstein
2022 conf
EMBC
Fatemeh Shah-Mohammadi, Wanting Cui, Keren Bachi, Yasmin Hurd, Joseph Finkelstein
2021 Misc conf
AMIA
Wanting Cui, Joseph Finkelstein
2021 conf
EMBC
Fatemeh Shah-Mohammadi, Wanting Cui, Joseph Finkelstein
2021 conf
MIE
Fatemeh Shah-Mohammadi, Wanting Cui, Joseph Finkelstein
2021 conf
MIE
Wanting Cui, Joseph Finkelstein
2021 conf
ICIMTH
Fatemeh Shah-Mohammadi, Wanting Cui, Keren Bachi, Yasmin Hurd, Joseph Finkelstein
2021 conf
ICIMTH
Joseph Finkelstein, Wanting Cui, Tiphaine C. Martin, Ramon Parsons
2021 conf
ICIMTH
Jinyan Lyu, Wanting Cui, Joseph Finkelstein
2021 conf
MedInfo
Wanting Cui, Joseph Finkelstein
2020 conf
EFMI-STC
Wanting Cui, Manuel R. Cabrera, Joseph Finkelstein
2020 conf
MIE
Wanting Cui, Joseph Finkelstein
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