Navarun Gupta

14 papers C 1Misc 2Journal 3Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
CoRR
Lakshmi Aishwarya Malladi, Navarun Gupta, Ahmed El-Sayed, Xingguo Xiong
2025 J jnl
CoRR
Gowtham Raj Vuppari, Navarun Gupta, Ahmed El-Sayed, Xingguo Xiong
2022 conf
EIT
Sarosh H. Patel, Navarun Gupta, Lawrence V. Hmurcik, Bhushan Dharmadhikari
2018 C conf
ICCE
Mohamed Ben Haj Frej, Julius P. Dichter, Navarun Gupta
2017 conf
ISPAN-FCST-ISCC
Zyad Nossire, Julius P. Dichter, Navarun Gupta, Rami AlKawamleh
2011 conf
ITNG
Anirban Ghosh, Navarun Gupta
2010 conf
IPCV
Madhumitha Iyer, Manan Joshi, Navarun Gupta, Lawrence Hmurcik
2010 conf
IPCV
Madhumitha Iyer, Navarun Gupta, Terence Perrault
2010 conf
ITNG
Manan Joshi, Madhumitha Iyer, Navarun Gupta
2010 conf
ITNG
Yemi Olagbaju, Buket D. Barkana, Navarun Gupta
2010 Misc conf
ICASSP
Navarun Gupta, Armando Barreto, Manan Joshi, Juan Carlos Agudelo
2009 conf
SCSS
Manan Joshi, M. Iyer, Navarun Gupta, Armando Barreto
2009 J jnl
Int. J. Online Eng.
Tarek M. Sobh, Jani M. Pallis, Navarun Gupta
2002 Misc conf
ICASSP
Navarun Gupta, Armando Barreto, Carlos Ordonez
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