Caitlin Schneider

15 papers A* 1A 2Journal 4Unranked 8
YearRankTypeTitle / Venue / Authors
2022 conf
MICCAI (6)
Qi Zeng, Shahed K. Mohammed, Emily H. T. Pang, Caitlin Schneider, Mohammad Honarvar, Julio Lobo, Changhong Hu, James Jago, Gary C. Ng, Robert Rohling, Septimiu E. Salcudean
2021 J jnl
Medical Image Anal.
Farah Deeba, Caitlin Schneider, Shahed K. Mohammed, Mohammad Honarvar, Julio Lobo, Edward Tam, Septimiu E. Salcudean, Robert Rohling
2021 J jnl
IEEE Trans. Medical Imaging
Qi Zeng, Mohammad Honarvar, Caitlin Schneider, Shahed K. Mohammed, Julio Lobo, Emily H. T. Pang, Kirby T. Lau, Changhong Hu, James Jago, Siegfried R. Erb, Robert Rohling, Septimiu E. Salcudean
2020 A conf
IROS
Marco Bombieri, Diego Dall'Alba, Sanat Ramesh, Giovanni Menegozzo, Caitlin Schneider, Paolo Fiorini
2019 conf
MICCAI (2)
Qi Zeng, Davood Karimi, Emily H. T. Pang, Shahed K. Mohammed, Caitlin Schneider, Mohammad Honarvar, Septimiu E. Salcudean
2019 conf
MICCAI (5)
Farah Deeba, Caitlin Schneider, Shahed K. Mohammed, Mohammad Honarvar, Edward Tam, Septimiu E. Salcudean, Robert Rohling
2016 conf
MIAR
Philip Edgcumbe, Rohit Singla, Philip Pratt, Caitlin Schneider, Christopher Y. Nguan, Robert Rohling
2016 A* conf
ICRA
Angelica Ruszkowski, Caitlin Schneider, Omid Mohareri, Septimiu E. Salcudean
2016 J jnl
IEEE Trans. Biomed. Eng.
Caitlin Schneider, Christopher Y. Nguan, Robert Rohling, Septimiu E. Salcudean
2014 A conf
IROS
Omid Mohareri, Caitlin Schneider, Septimiu E. Salcudean
2013 J jnl
IEEE Trans. Biomed. Eng.
Caitlin Schneider, Christopher Y. Nguan, Michelle Longpre, Robert Rohling, Septimiu E. Salcudean
2013 conf
IPCAI
Omid Mohareri, Caitlin Schneider, Troy K. Adebar, Mike C. Yip, Peter C. Black, Christopher Y. Nguan, Dale Bergman, Jonathan Seroger, Simon P. DiMaio, Septimiu E. Salcudean
2012 conf
MICCAI (1)
Caitlin Schneider, Ali Baghani, Robert Rohling, Septimiu E. Salcudean
2011 conf
IPCAI
Caitlin Schneider, Julian Guerrero, Christopher Y. Nguan, Robert Rohling, Septimiu E. Salcudean
2009 conf
Image-Guided Procedures
Carmen Kut, Caitlin Schneider, Naima Carter-Monroe, Li-Ming Su, Emad Boctor, Russell H. Taylor
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