Kaiyue Zhang

24 papers A* 2B 4Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comput. Methods Programs Biomed.
Xin Ma, Yajing Zhao, Kaiyue Zhang, Nan Mei, Xuanxuan Li, Jin Cui, Jie Chen, Yuxi Xie, Yiping Lu, Bo Yin
2026 J jnl
Electron. Commer. Res.
Deqing Ma, Wenbo Shao, Kaiyue Zhang, Jinsong Hu
2025 J jnl
IEEE Trans. Engineering Management
Kaiyue Zhang, Yinghan Zhu, Jing Zhou
2025 conf
ICIC (21)
Kaiyue Zhang, Yongjiang Xue, Ling Du, Qingzeng Song
2025 J jnl
Comput. Methods Programs Biomed.
Jun Wen, Qingyuan Huang, Xiaoqin Chen, Kaiyue Zhang, Liqing Peng
2025 A* conf
ACM Multimedia
Yunqiang Pei, Hongrong Yang, Kaiyue Zhang, Guoqing Wang, Peng Wang, Chaoning Zhang, Yang Yang, Heng Tao Shen
2025 B conf
IJCNN
Yan Pei, Kaiyue Zhang, Pan Song, Min Dai, Gang He, Jun Wen
2024 J jnl
Comput. Methods Programs Biomed.
Yan Pei, Pan Song, Kaiyue Zhang, Min Dai, Gang He, Jun Wen
2024 J jnl
Entropy
Qing Qin, Kaiyue Zhang, Yanqiu Che, Chunxiao Han, Yingmei Qin, Shanshan Li
2024 J jnl
Expert Syst. Appl.
Deqing Ma, Kaiyue Zhang, Wenbo Shao, Jinsong Hu
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Mengmeng Wang, Liang Zhou, Kaiyue Zhang, Xinghua Li, Ming Hao, Yuanxin Ye
2024 A* conf
ACM Multimedia
Yunqiang Pei, Kaiyue Zhang, Hongrong Yang, Yong Tao, Qihang Tang, Jialei Tang, Guoqing Wang, Zhitao Liu, Ning Xie, Peng Wang, Yang Yang, Hengtao Shen
2024 conf
VR Workshops
Yunqiang Pei, Bowen Jiang, Kaiyue Zhang, Ziyang Lu, Mingfeng Zha, Guoqing Wang, Zhitao Liu, Ning Xie, Yang Yang, Hengtao Shen
2023 J jnl
IEEE Trans. Instrum. Meas.
Zheng Lu, Bin Liu, Kaiyue Zhang, Hongbin Lin, Yungang Zhang
2023 J jnl
J. Chem. Inf. Model.
Wenyi Zhang, Kaiyue Zhang, Jing Huang
2023 B conf
GLOBECOM
Kaiyue Zhang, Weiqi Wang, Zipei Fan, Xuan Song, Shui Yu
2023 J jnl
IEEE Internet Things J.
Kaiyue Zhang, Zipei Fan, Xuan Song, Shui Yu
2023 J jnl
IEEE Trans. Netw. Sci. Eng.
Xiu-Xiu Zhan, Kaiyue Zhang, Lun Ge, Junming Huang, ZiNan Zhang, Lu Wei, Gui-Quan Sun, Chuang Liu, Zi-Ke Zhang
2023 conf
ICAICE
Guobao Wang, Changshun Zhao, Ying Liu, Di He, Yuqing Wang, Kaiyue Zhang
2022 J jnl
Frontiers Comput. Sci.
Kaiyue Zhang, Xuan Song, Chenhan Zhang, Shui Yu
2021 J jnl
CoRR
Xiu-Xiu Zhan, Kaiyue Zhang, Lun Ge, Junming Huang, ZiNan Zhang, Lu Wei, Gui-Quan Sun, Chuang Liu, Zi-Ke Zhang
2019 B conf
ITS
Jiahe Zhai, Zhengzhou Zhu, Deqi Li, Nanxiong Huang, Kaiyue Zhang, Yuqi Huang
2018 B conf
ICPADS
Rong Zhao, Linshan Jiang, Kaiyue Zhang, Jin Zhang
2016 J jnl
Autom. Control. Comput. Sci.
Xiaohong Huang, Guoqing Sun, Kaiyue Zhang
tests/unit/conftest.py
← Index tests/unit/conftest.py python
"""
Unit test configuration.

Replaces the redb.extractors package with a minimal stub so that
``from redb.extractors.database_exporters import ...`` works without
pulling in the heavy __init__.py import chain (pefile, elftools,
signify, magic, etc.).

Also stubs out redb.settings so that Elasticsearch / ClickHouse
clients are never actually created during unit tests.

Additionally installs binaryninja stubs for decompiler unit tests.

Stubs heavy third-party packages (pefile, magic, psutil, etc.) so that
redb.workers, redb.queries, redb.ingestor, and redb.s3_utils can all
be imported and patched in unit tests without requiring the real packages.
"""
import sys
import types
from pathlib import Path
from unittest.mock import MagicMock

# ---------------------------------------------------------------------------
# 0. Install binaryninja stubs FIRST — must happen before any decompiler
#    module is imported (triggered by __init__.py chain).
# ---------------------------------------------------------------------------
from tests.unit.conftest_binja_stubs import install_binja_stubs as _install_binja_stubs
_install_binja_stubs()

# ---------------------------------------------------------------------------
# 1. Stub external packages required by database_exporters.py itself,
#    the decompiler chain, and the workers/ingestor modules.
# ---------------------------------------------------------------------------
_heavy_deps = [
    # Database / networking
    "elasticsearch", "clickhouse_connect", "dotenv",
    # Binary analysis — top-level packages
    "pefile", "magic", "machofile",
    # Archive handling
    "py7zr", "pyzipper",
    # File type detection
    "magika",
    # System monitoring
    "psutil",
    # S3 / MinIO (submodule paths needed for `from minio.error import S3Error`)
    "minio", "minio.error",
    # YARA
    "yara_x",
    # Binary parsing — elftools tree
    "elftools", "elftools.elf", "elftools.elf.elffile",
    "elftools.common", "elftools.common.exceptions",
    # Code signing — signify tree
    "signify", "signify.fingerprinter", "signify.authenticode",
    # LIEF
    "lief",
    # Fuzzy hashing
    "ppdeep",
    # .NET analysis
    "dotnetfile",
    # Crypto / ASN.1
    "asn1crypto", "asn1crypto.cms", "asn1crypto.pem", "asn1crypto.x509", "asn1crypto.core",
    # Hashing
    "xxhash", "blake3", "mmh3", "numpy",
    # APK analysis
    "androguard", "androguard.core", "androguard.core.apk",
    "androguard.core.dex", "androguard.core.api_specific_resources",
    "androguard.misc",
    "permhash",
]
for _mod in _heavy_deps:
    if _mod not in sys.modules:
        try:
            __import__(_mod)
        except (ImportError, ModuleNotFoundError):
            sys.modules[_mod] = MagicMock()

# Stub urllib3 with a real Warning subclass (warnings.filterwarnings needs a class)
if "urllib3" not in sys.modules or isinstance(sys.modules.get("urllib3"), MagicMock):
    try:
        import urllib3  # noqa: F401
    except (ImportError, ModuleNotFoundError):
        _urllib3_mod = types.ModuleType("urllib3")
        _urllib3_exc = types.ModuleType("urllib3.exceptions")

        class _InsecureRequestWarning(UserWarning):
            pass

        _urllib3_exc.InsecureRequestWarning = _InsecureRequestWarning
        _urllib3_mod.exceptions = _urllib3_exc
        sys.modules["urllib3"] = _urllib3_mod
        sys.modules["urllib3.exceptions"] = _urllib3_exc

# Provide a functional ppdeep stub (tests call ppdeep.hash() and expect a string).
# Must overwrite the MagicMock that the loop above may have installed.
_ppdeep_existing = sys.modules.get("ppdeep")
if _ppdeep_existing is None or isinstance(_ppdeep_existing, MagicMock):
    _ppdeep_mod = types.ModuleType("ppdeep")
    _ppdeep_mod.__name__ = "ppdeep"

    def _ppdeep_hash(data):
        """Fake ssdeep hash — returns a deterministic placeholder."""
        if isinstance(data, str):
            data = data.encode("utf-8")
        if len(data) < 50:
            return None
        import hashlib
        h = hashlib.md5(data).hexdigest()
        return f"3:{h[:16]}:{h[16:]}"

    _ppdeep_mod.hash = _ppdeep_hash
    sys.modules["ppdeep"] = _ppdeep_mod

# Stub mmh3 if the C extension is not available
_mmh3_existing = sys.modules.get("mmh3")
if _mmh3_existing is None or isinstance(_mmh3_existing, MagicMock):
    _mmh3_mod = types.ModuleType("mmh3")
    _mmh3_mod.__name__ = "mmh3"

    def _mmh3_hash(data, seed=0):
        """Fake MurmurHash3 — deterministic hash using built-in hashlib."""
        import hashlib
        if isinstance(data, str):
            data = data.encode("utf-8")
        seed_bytes = (seed & 0xFFFFFFFF).to_bytes(8, "little")
        h = hashlib.md5(data + seed_bytes).digest()
        return int.from_bytes(h[:4], "little", signed=True)

    _mmh3_mod.hash = _mmh3_hash
    sys.modules["mmh3"] = _mmh3_mod

# Stub tlsh if the C extension is not available
if "tlsh" not in sys.modules:
    try:
        import tlsh as _real_tlsh  # noqa: F401
    except (ImportError, ModuleNotFoundError):
        _tlsh_mock = types.ModuleType("tlsh")
        _tlsh_mock.__name__ = "tlsh"

        def _tlsh_hash(data):
            """Fake TLSH hash — returns a deterministic placeholder.

            Returns empty string for data < 50 bytes or data with very
            low entropy (e.g. repeating patterns), mimicking the real
            TLSH library's "TNULL" behaviour.
            """
            if isinstance(data, str):
                data = data.encode("utf-8")
            if len(data) < 50:
                return ""
            # Real TLSH returns "" for low-entropy input
            if len(set(data)) < 8:
                return ""
            import hashlib
            return "T1" + hashlib.sha256(data).hexdigest()[:70].upper()

        _tlsh_mock.hash = _tlsh_hash
        sys.modules["tlsh"] = _tlsh_mock

# ---------------------------------------------------------------------------
# 2. Stub redb.settings (package) so module-level code never runs
# ---------------------------------------------------------------------------
_settings_mock = MagicMock()
_settings_mock.__name__ = "redb.settings"
sys.modules["redb.settings"] = _settings_mock
sys.modules["redb.settings.elasticsearch"] = MagicMock()
sys.modules["redb.settings.clickhouse"] = MagicMock()

# ---------------------------------------------------------------------------
# 3. Replace redb.extractors with a minimal package that does NOT eagerly
#    import every extractor (and their heavy deps).  Sub-module imports
#    like ``from redb.extractors.database_exporters import ...`` still work
#    because __path__ points to the real package directory.
# ---------------------------------------------------------------------------
_repo_root = Path(__file__).resolve().parents[2]
_extractors_pkg = types.ModuleType("redb.extractors")
_extractors_pkg.__path__ = [str(_repo_root / "redb" / "extractors")]
_extractors_pkg.__package__ = "redb.extractors"
sys.modules["redb.extractors"] = _extractors_pkg

# ---------------------------------------------------------------------------
# 4. Force-import redb submodules so that @patch('redb.workers.xxx'),
#    @patch('redb.queries.xxx'), etc. can resolve at decoration time.
#    This works because all heavy deps are already stubbed above.
# ---------------------------------------------------------------------------
import redb.logging_utils   # noqa: F401, E402
import redb.s3_utils         # noqa: F401, E402
import redb.queries          # noqa: F401, E402
import redb.workers          # noqa: F401, E402
import redb.ingestor         # noqa: F401, E402