Maegan Tucker

36 papers A* 7A 1Journal 25Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Xiaoyu Zhang, Steven Haener, Varun Madabushi, Maegan Tucker
2026 J jnl
CoRR
Neil C. Janwani, Ellen R. Novoseller, Vernon J. Lawhern, Maegan Tucker
2025 A* conf
ICRA
Andrew K. Schulz, Ayah G. Ahmad, Maegan Tucker
2025 J jnl
CoRR
Neil C. Janwani, Varun Madabushi, Maegan Tucker
2025 J jnl
Trans. Mach. Learn. Res.
Raul Astudillo, Kejun Li, Maegan Tucker, Chu Xin Cheng, Aaron D. Ames, Yisong Yue
2024 J jnl
CoRR
Andrew K. Schulz, Ayah G. Ahmad, Maegan Tucker
2024 J jnl
CoRR
Raul Astudillo, Kejun Li, Maegan Tucker, Chu Xin Cheng, Aaron D. Ames, Yisong Yue
2024 A* conf
ICRA
Maegan Tucker, Kejun Li, Aaron D. Ames
2023 J jnl
Annu. Rev. Control.
Rachel Gehlhar, Maegan Tucker, Aaron J. Young, Aaron D. Ames
2023 J jnl
CoRR
Maegan Tucker, Aaron D. Ames
2023 J jnl
IEEE Control. Syst. Lett.
Maegan Tucker, Aaron D. Ames
2023 conf
CDC
Adrian B. Ghansah, Jeeseop Kim, Maegan Tucker, Aaron D. Ames
2023 J jnl
CoRR
Adrian B. Ghansah, Jeeseop Kim, Maegan Tucker, Aaron D. Ames
2023 conf
CDC
Preston Culbertson, Ryan K. Cosner, Maegan Tucker, Aaron D. Ames
2023 J jnl
CoRR
Preston Culbertson, Ryan K. Cosner, Maegan Tucker, Aaron D. Ames
2023 A* conf
ICRA
Maegan Tucker, Noel Csomay-Shanklin, Aaron D. Ames
2023 J jnl
CoRR
Maegan Tucker, Kejun Li, Aaron D. Ames
2022 A* conf
ICRA
Noel Csomay-Shanklin, Maegan Tucker, Min Dai, Jenna Reher, Aaron D. Ames
2022 J jnl
IEEE Robotics Autom. Lett.
Kejun Li, Maegan Tucker, Rachel Gehlhar, Yisong Yue, Aaron D. Ames
2022 J jnl
CoRR
Maegan Tucker, Kejun Li, Yisong Yue, Aaron D. Ames
2022 J jnl
CoRR
Maegan Tucker, Noel Csomay-Shanklin, Aaron D. Ames
2022 conf
L4DC
Ryan K. Cosner, Maegan Tucker, Andrew J. Taylor, Kejun Li, Tamás G. Molnár, Wyatt Ubellacker, Anil Alan, Gábor Orosz, Yisong Yue, Aaron D. Ames
2021 J jnl
CoRR
Noel Csomay-Shanklin, Maegan Tucker, Min Dai, Jenna Reher, Aaron D. Ames
2021 J jnl
CoRR
Kejun Li, Maegan Tucker, Rachel Gehlhar, Yisong Yue, Aaron D. Ames
2021 A* conf
ICRA
Maegan Tucker, Noel Csomay-Shanklin, Wen-Loong Ma, Aaron D. Ames
2021 A* conf
ICRA
Kejun Li, Maegan Tucker, Erdem Biyik, Ellen R. Novoseller, Joel W. Burdick, Yanan Sui, Dorsa Sadigh, Yisong Yue, Aaron D. Ames
2021 J jnl
CoRR
Ryan K. Cosner, Maegan Tucker, Andrew J. Taylor, Kejun Li, Tamás G. Molnár, Wyatt Ubellacker, Anil Alan, Gábor Orosz, Yisong Yue, Aaron D. Ames
2020 A conf
IROS
Maegan Tucker, Myra Cheng, Ellen R. Novoseller, Richard Cheng, Yisong Yue, Joel W. Burdick, Aaron D. Ames
2020 J jnl
CoRR
Maegan Tucker, Myra Cheng, Ellen R. Novoseller, Richard Cheng, Yisong Yue, Joel W. Burdick, Aaron D. Ames
2020 A* conf
ICRA
Maegan Tucker, Ellen R. Novoseller, Claudia Kann, Yanan Sui, Yisong Yue, Joel W. Burdick, Aaron D. Ames
2020 J jnl
CoRR
Maegan Tucker, Noel Csomay-Shanklin, Wen-Loong Ma, Aaron D. Ames
2020 J jnl
CoRR
Kejun Li, Maegan Tucker, Erdem Biyik, Ellen R. Novoseller, Joel W. Burdick, Yanan Sui, Dorsa Sadigh, Yisong Yue, Aaron D. Ames
2020 J jnl
IEEE Robotics Autom. Lett.
Thomas Gurriet, Maegan Tucker, Alexis Duburcq, Guilhem Boeris, Aaron D. Ames
2019 J jnl
CoRR
Maegan Tucker, Ellen R. Novoseller, Claudia Kann, Yanan Sui, Yisong Yue, Joel Burdick, Aaron D. Ames
2019 J jnl
CoRR
Thomas Gurriet, Maegan Tucker, Claudia Kann, Guilhem Boeris, Aaron D. Ames
2019 J jnl
CoRR
Thomas Gurriet, Maegan Tucker, Alexis Duburcq, Guilhem Boeris, Aaron D. Ames
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