Vinayak A. Rao

41 papers A* 7A 6Journal 18Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Xinlong Du, Harsha Honnappa, Vinayak A. Rao
2023 J jnl
SIAM J. Optim.
Prateek Jaiswal, Harsha Honnappa, Vinayak A. Rao
2023 A* conf
NeurIPS
Prateek Jaiswal, Harsha Honnappa, Vinayak A. Rao
2022 J jnl
CoRR
Imon Banerjee, Harsha Honnappa, Vinayak A. Rao
2021 J jnl
CoRR
Prateek Jaiswal, Harsha Honnappa, Vinayak A. Rao
2021 J jnl
CoRR
Mohamed A. Zahran, Leonardo Teixeira, Vinayak A. Rao, Bruno Ribeiro
2021 J jnl
Entropy
Imon Banerjee, Vinayak A. Rao, Harsha Honnappa
2021 J jnl
CoRR
Yangze Zhou, Vinayak A. Rao, Bruno Ribeiro
2020 J jnl
J. Mach. Learn. Res.
Prateek Jaiswal, Vinayak A. Rao, Harsha Honnappa
2020 J jnl
CoRR
Prateek Jaiswal, Harsha Honnappa, Vinayak A. Rao
2019 A conf
AISTATS
Jiasen Yang, Vinayak A. Rao, Jennifer Neville
2019 J jnl
CoRR
Prateek Jaiswal, Vinayak A. Rao, Harsha Honnappa
2019 J jnl
CoRR
Prateek Jaiswal, Harsha Honnappa, Vinayak A. Rao
2019 J jnl
CoRR
Guilherme Gomes, Vinayak A. Rao, Jennifer Neville
2019 conf
ICLR (Poster)
Ryan L. Murphy, Balasubramaniam Srinivasan, Vinayak A. Rao, Bruno Ribeiro
2019 A* conf
ICML
Ryan L. Murphy, Balasubramaniam Srinivasan, Vinayak A. Rao, Bruno Ribeiro
2019 J jnl
CoRR
Ryan L. Murphy, Balasubramaniam Srinivasan, Vinayak A. Rao, Bruno Ribeiro
2019 conf
AABI
Prateek Jaiswal, Harsha Honnappa, Vinayak A. Rao
2018 A* conf
ICML
Jiasen Yang, Qiang Liu, Vinayak A. Rao, Jennifer Neville
2018 J jnl
CoRR
Ryan L. Murphy, Balasubramaniam Srinivasan, Vinayak A. Rao, Bruno Ribeiro
2018 A* conf
ICDM
Guilherme Gomes, Vinayak A. Rao, Jennifer Neville
2018 J jnl
CoRR
Guilherme Gomes, Vinayak A. Rao, Jennifer Neville
2018 A conf
AISTATS
Xi Tan, Vinayak A. Rao, Jennifer Neville
2018 A conf
UAI
Xi Tan, Vinayak A. Rao, Jennifer Neville
2017 conf
NIPS
Boqian Zhang, Jiangwei Pan, Vinayak A. Rao
2017 A conf
UAI
Jiasen Yang, Vinayak A. Rao, Jennifer Neville
2016 A conf
UAI
Xi Tan, Syed A. Z. Naqvi, Yuan (Alan) Qi, Katherine A. Heller, Vinayak A. Rao
2016 A* conf
ICML
Jiangwei Pan, Vinayak A. Rao, Pankaj K. Agarwal, Alan E. Gelfand
2015 A* conf
ICML
Wenzhao Lian, Ricardo Henao, Vinayak A. Rao, Joseph E. Lucas, Lawrence Carin
2014 J jnl
IEEE Trans. Signal Process.
Xin Yuan, Vinayak A. Rao, Shaobo Han, Lawrence Carin
2014 A* conf
ICML
Wenzhao Lian, Vinayak A. Rao, Brian Eriksson, Lawrence Carin
2013 conf
ICML (3)
Changyou Chen, Vinayak A. Rao, Wray L. Buntine, Yee Whye Teh
2013 J jnl
J. Mach. Learn. Res.
Vinayak A. Rao, Yee Whye Teh
2013 conf
NIPS
David E. Carlson, Vinayak A. Rao, Joshua T. Vogelstein, Lawrence Carin
2012 J jnl
CoRR
Vinayak A. Rao, Yee Whye Teh
2012 conf
NIPS
Vinayak A. Rao, Yee Whye Teh
2012 conf
NIPS
Francesca Petralia, Vinayak A. Rao, David B. Dunson
2011 A conf
UAI
Vinayak A. Rao, Yee Whye Teh
2011 conf
NIPS
Vinayak A. Rao, Yee Whye Teh
2009 conf
NIPS
Vinayak A. Rao, Yee Whye Teh
2007 conf
NIPS
Vinayak A. Rao, Marc W. Howard
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