Haiou Shen

18 papers A* 1A 1B 1Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2019 J jnl
Comput. Electron. Agric.
Yue Zhang, Biao Sui, Haiou Shen, Ling Ouyang
2018 J jnl
Comput. Electron. Agric.
Yue Zhang, Biao Sui, Haiou Shen, Zongming Wang
2018 J jnl
Digit. Signal Process.
Haiou Shen, Buhong Wang
2012 J jnl
IEEE Trans. Biomed. Eng.
Qiong Xu, Hengyong Yu, James Bennett, Peng He, Rafidah Zainon, Robert Doesburg, Alex M. T. Opie, Mike Walsh, Haiou Shen, Anthony P. H. Butler, Phillip H. Butler, Xuanqin Mou, Ge Wang
2011 J jnl
CoRR
Ge Wang, Jie Zhang, Hao Gao, Victor Weir, Hengyong Yu, Wenxiang Cong, Xiaochen Xu, Haiou Shen, James Bennett, Yue Joseph Wang, Michael W. Vannier
2009 conf
ISBI
Alexander X. Cong, Yujie Lu, Wenxiang Cong, Haiou Shen, Arion Chatziioannou, Ge Wang
2009 J jnl
Int. J. Biomed. Imaging
Ge Wang, Wenxiang Cong, Haiou Shen, Yu Zou
2008 J jnl
Int. J. Biomed. Imaging
Yunbo Li, Haiou Shen, Hong Zhu, Michael A. Trush, Ming Jiang, Ge Wang
2007 J jnl
Int. J. Biomed. Imaging
Alexander X. Cong, Haiou Shen, Wenxiang Cong, Ge Wang
2006 conf
ISBI
Ge Wang, Wenxiang Cong, Yi Li, Weimin Han, Durai Kumar, Xin Qian, Haiou Shen
2006 J jnl
Int. J. Biomed. Imaging
Ge Wang, Haiou Shen, Kumar Durairaj, Xin Qian, Wenxiang Cong
2005 B conf
LPAR
Haiou Shen, Hantao Zhang
2005 J jnl
Ann. Math. Artif. Intell.
Haiou Shen, Hantao Zhang
2004 A conf
SAT
Hantao Zhang, Dapeng Li, Haiou Shen
2004 conf
AI&M
Haiou Shen, Hantao Zhang
2004 A* conf
AAAI
Haiou Shen, Hantao Zhang
2003 J jnl
Electron. Notes Discret. Math.
Haiou Shen, Hantao Zhang
2003 conf
FTP
Hantao Zhang, Haiou Shen, Felip Manyà
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