Kamaldeep Joshi

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Multim. Tools Appl.
Devvrat Raghuvanshi, Kamaldeep Joshi, Rainu Nandal, Surender Singh, Deepika Kumari
2025 J jnl
Artif. Intell. Medicine
Abhinav Dahiya, Devvrat Raghuvanshi, Chhaya Sharma, Kamaldeep Joshi, Ashima Nehra, Archana Sharma, Radha Jangra, Parul Badhwar, Renu Tuteja, Sarvajeet S. Gill, Ritu Gill
2025 J jnl
Multim. Tools Appl.
Devvrat Raghuvanshi, Kamaldeep Joshi, Rainu Nandal, Harkesh Sehrawat, Surender Singh, Srishti Singh
2025 J jnl
Multim. Tools Appl.
Kirti Sharma, Rainu Nandal, Shailender Kumar, Kamaldeep Joshi
2024 J jnl
Wirel. Networks
Rishabh Jain, Sunita Dhingra, Kamaldeep Joshi, Amit Grover
2024 J jnl
Wirel. Networks
Rishabh Jain, Sunita Dhingra, Kamaldeep Joshi, Amit Grover
2023 J jnl
Multim. Tools Appl.
Sachin Allwadhi, Kamaldeep Joshi, Ashok Kumar Yadav, Rainu Nandal
2023 J jnl
Int. J. Pattern Recognit. Artif. Intell.
Sachin Allwadhi, Kamaldeep Joshi, Ashok Kumar Yadav, Rainu Nandal, Prince Allawadhi, Gargi Khurana, Deepika Kumari
2022 J jnl
Wirel. Networks
Rishabh Jain, Sunita Dhingra, Kamaldeep Joshi, Amit Grover
2022 conf
IC3I
Nishant Jakhar, Omdev Dahiya, Rainu Nandal, Kamaldeep Joshi
2018 J jnl
J. Comput. Networks Commun.
Kamaldeep Joshi, Swati Gill, Rajkumar Yadav
2016 conf
IC3
Kamaldeep Joshi, Rajkumar Yadav
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