Jaimie Murdock

24 papers A* 1C 2Journal 11Unranked 10
YearRankTypeTitle / Venue / Authors
2025 conf
LLMs4OL@ISWC
Ryan Roche, Ryn Gray, Jaimie Murdock, Douglas C. Crowder
2023 J jnl
Comput. Math. Organ. Theory
Asmeret Bier Naugle, Daniel Krofcheck, Christina Warrender, Kiran Lakkaraju, Laura Painton Swiler, Stephen J. Verzi, Ben Emery, Jaimie Murdock, Michael L. Bernard, Vicente J. Romero
2019 J jnl
CoRR
Jaimie Murdock
2018 J jnl
CoRR
Jaimie Murdock, Colin Allen, Simon DeDeo
2017 conf
PEARC
James Pustejovsky, Marc Verhagen, Keongmin Rim, Yu Ma, Liang Ran, Samitha Liyanage, Jaimie Murdock, Robert H. McDonald, Beth Plale
2017 J jnl
CoRR
Jaimie Murdock, Colin Allen, Katy Börner, Robert Light, Simon McAlister, Robert Rose, Doori Rose, Jun Otsuka, David Bourget, John Lawrence, Andrew Ravenscroft, Chris Reed
2017 J jnl
CoRR
Colin Allen, Hongliang Luo, Jaimie Murdock, Jianghuai Pu, Xiaohong Wang, Yanjie Zhai, Kun Zhao
2017 conf
JCDL
Jaimie Murdock, Jacob Jett, Timothy W. Cole, Yu Ma, J. Stephen Downie, Beth Plale
2015 J jnl
CoRR
Jaimie Murdock, Colin Allen, Simon DeDeo
2015 J jnl
J. Web Sci.
Jared Lorince, Sam Zorowitz, Jaimie Murdock, Peter M. Todd
2015 conf
JCDL
Jaimie Murdock, Jiaan Zeng, Robert H. McDonald
2015 J jnl
CoRR
Jaimie Murdock, Jiaan Zeng, Colin Allen
2015 A* conf
AAAI
Jaimie Murdock, Colin Allen
2015 J jnl
CoRR
Jared Lorince, Sam Zorowitz, Jaimie Murdock, Peter M. Todd
2014 conf
WebSci
Jared Lorince, Sam Zorowitz, Jaimie Murdock, Peter M. Todd
2014 J jnl
CoRR
Jakob Huber, Timo Sztyler, Jan Noessner, Jaimie Murdock, Colin Allen, Mathias Niepert
2014 conf
JCDL
Timo Sztyler, Jakob Huber, Jan Noessner, Jaimie Murdock, Colin Allen, Mathias Niepert
2013 conf
JCDL
Jaimie Murdock, Robert Light, Colin Allen, Katy Börner
2011 conf
GECCO (Companion)
Jaimie Murdock, Larry S. Yaeger
2011 conf
ECAL
Jaimie Murdock, Larry S. Yaeger
2010 C conf
IC3K
Jaimie Murdock, Cameron Buckner, Colin Allen
2010 C conf
KEOD
Jaimie Murdock, Cameron Buckner, Colin Allen
2009 J jnl
Bull. IEEE Tech. Comm. Digit. Libr.
Mathias Niepert, Cameron Buckner, Jaimie Murdock, Colin Allen
2008 conf
JCDL
Mathias Niepert, Cameron Buckner, Jaimie Murdock, Colin Allen
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