Jacob M. Luber

25 papers C 3Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Jillur Rahman Saurav, Thuong Le Hoai Pham, Pritam Mukherjee, Paul Yi, Brent A. Orr, Jacob M. Luber
2025 J jnl
CoRR
Mengliang ZHang, Jacob M. Luber
2025 J jnl
CoRR
Jai Prakash Veerla, Partha Sai Guttikonda, Helen H. Shang, Mohammad Sadegh Nasr, César Torres, Jacob M. Luber
2025 J jnl
CoRR
Jillur Rahman Saurav, Mohammad Sadegh Nasr, Jacob M. Luber
2025 J jnl
CoRR
Parisa Boodaghi Malidarreh, Jillur Rahman Saurav, Thuong Le Hoai Pham, Amir Hajighasemi, Anahita Samadi, Saurabh Shrinivas Maydeo, Mohammad Sadegh Nasr, Jacob M. Luber
2025 ed.
BCB
Xinghua Mindy Shi, Xiaoning Qian, Minghan Chen, Jacob M. Luber, Gail L. Rosen, Yunan Luo
2024 C conf
BSN
Neel R. Vora, Amir Hajighasemi, Cody Tyler Reynolds, Amirmohammad Radmehr, Mohamed Moharned, Jillur Rahman Saurav, Abdul Aziz, Jai Prakash Veerla, Mohammad Sadegh Nasr, Hayden Lotspeich, Partha Sai Guttikonda, Thuong Pham, Aarti Darji, Parisa Boodaghi Malidarreh, Helen H. Shang, Jay Harvey, Kan Ding, Phuc Nguyen, Jacob M. Luber
2024 conf
ISBI
Poojitha Thota, Jai Prakash Veerla, Partha Sai Guttikonda, Mohammad Sadegh Nasr, Shirin Nilizadeh, Jacob M. Luber
2024 conf
BCB
Thuong Le Hoai Pham, Jillur Rahman Saurav, Aisosa A. Omere, Calvin J. Heyl, Mohammad Sadegh Nasr, Cody Tyler Reynolds, Jai Prakash Yadav Veerla, Helen H. Shang, Justyn Jaworski, Alison Ravenscraft, Joseph Anthony Buonomo, Jacob M. Luber
2024 J jnl
CoRR
Thuong Le Hoai Pham, Jillur Rahman Saurav, Aisosa A. Omere, Calvin J. Heyl, Mohammad Sadegh Nasr, Cody Tyler Reynolds, Jai Prakash Yadav Veerla, Helen H. Shang, Justyn Jaworski, Alison Ravenscraft, Joseph Anthony Buonomo, Jacob M. Luber
2024 J jnl
CoRR
Parisa Boodaghi Malidarreh, Biraaj Rout, Mohammad Sadegh Nasr, Priyanshi Borad, Jillur Rahman Saurav, Jai Prakash Veerla, Kelli Fenelon, Theodora Koromila, Jacob M. Luber
2024 J jnl
CoRR
Jai Prakash Veerla, Partha Sai Guttikonda, Amir Hajighasemi, Jillur Rahman Saurav, Aarti Darji, Cody Tyler Reynolds, Mohamed Mohamed, Mohammad Sadegh Nasr, Helen H. Shang, Jacob M. Luber
2024 C conf
CIBCB
Jai Prakash Veerla, Partha Sai Guttikonda, Amir Hajighasemi, Jillur Rahman Saurav, Aarti Darji, Cody Tyler Reynolds, Mohamed Mohamed, Mohammad Sadegh Nasr, Helen H. Shang, Jacob M. Luber
2024 J jnl
CoRR
Jai Prakash Veerla, Poojitha Thota, Partha Sai Guttikonda, Shirin Nilizadeh, Jacob M. Luber
2023 C conf
CIBCB
Jillur Rahman Saurav, Mohammad Sadegh Nasr, Helen H. Shang, Paul Koomey, Michael Robben, Manfred Huber, Jon Weidanz, Bríd Ryan, Eytan Ruppin, Peng Jiang, Jacob M. Luber
2023 conf
ISBI
Mohammad Sadegh Nasr, Amir Hajighasemi, Paul Koomey, Parisa Boodaghi Malidarreh, Michael Robben, Jillur Rahman Saurav, Helen H. Shang, Manfred Huber, Jacob M. Luber
2023 J jnl
CoRR
Mohammad Sadegh Nasr, Amir Hajighasemi, Paul Koomey, Parisa Boodaghi Malidarreh, Michael Robben, Jillur Rahman Saurav, Helen H. Shang, Manfred Huber, Jacob M. Luber
2023 J jnl
J. Comput. Biol.
Michael Robben, Mohammad Sadegh Nasr, Avishek Das, Jai Prakash Veerla, Manfred Huber, Justyn Jaworski, Jon Weidanz, Jacob M. Luber
2023 J jnl
CoRR
Helen H. Shang, Mohammad Sadegh Nasr, Jai Prakash Veerla, Parisa Boodaghi Malidarreh, Jillur Rahman Saurav, Amir Hajighasemi, Manfred Huber, Chace Moleta, Jitin Makker, Jacob M. Luber
2023 J jnl
CoRR
Amir Hajighasemi, Md Jillur Rahman Saurav, Mohammad Sadegh Nasr, Jai Prakash Veerla, Aarti Darji, Parisa Boodaghi Malidarreh, Michael Robben, Helen H. Shang, Jacob M. Luber
2023 J jnl
CoRR
Neel R. Vora, Amir Hajighasemi, Cody Tyler Reynolds, Amirmohammad Radmehr, Mohamed Mohamed, Jillur Rahman Saurav, Abdul Aziz, Jai Prakash Veerla, Mohammad Sadegh Nasr, Hayden Lotspeich, Partha Sai Guttikonda, Thuong Pham, Aarti Darji, Parisa Boodaghi Malidarreh, Helen H. Shang, Jay Harvey, Kan Ding, Phuc Nguyen, Jacob M. Luber
2023 J jnl
CoRR
Michael Robben, Amir Hajighasemi, Mohammad Sadegh Nasr, Jai Prakash Veerla, Anne M. Alsup, Biraaj Rout, Helen H. Shang, Kelli Fowlds, Parisa Boodaghi Malidarreh, Paul Koomey, Jillur Rahman Saurav, Jacob M. Luber
2022 J jnl
CoRR
Jillur Rahman Saurav, Mohammad Sadegh Nasr, Paul Koomey, Michael Robben, Manfred Huber, Jon Weidanz, Bríd Ryan, Eytan Ruppin, Peng Jiang, Jacob M. Luber
2020 J jnl
PLoS Comput. Biol.
Alan Le Goallec, Braden T. Tierney, Jacob M. Luber, Evan M. Cofer, Aleksandar D. Kostic, Chirag J. Patel
2018 J jnl
Bioinform.
Jacob M. Luber, Braden T. Tierney, Evan M. Cofer, Chirag J. Patel, Aleksandar D. Kostic
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