R. Lynn Kirlin

45 papers B 2Misc 15Journal 22Unranked 6
YearRankTypeTitle / Venue / Authors
2021 J jnl
IEEE Trans. Inf. Theory
Ali M. Reza, R. Lynn Kirlin
2013 Misc conf
ICASSP
R. Lynn Kirlin, Ali M. Reza
2011 J jnl
IEEE Trans. Ind. Electron.
R. Lynn Kirlin, Cristian Lascu, Andrzej M. Trzynadlowski
2003 conf
ICIP (2)
Xiaoli Lu, R. Lynn Kirlin, Jian Wang
2002 J jnl
IEEE Trans. Ind. Electron.
R. Lynn Kirlin, Michael M. Bech, Andrzej M. Trzynadlowski
2002 conf
SSIAI
Miquel Mujal, R. Lynn Kirlin
2002 Misc conf
ICASSP
Jian Wang, R. Lynn Kirlin
2000 J jnl
IEEE Trans. Signal Process.
Rex K. Andrew, R. Lynn Kirlin
2000 J jnl
IEEE Trans. Signal Process.
Rex K. Andrew, R. Lynn Kirlin
1999 J jnl
Digit. Signal Process.
B. Kaufhold, R. Lynn Kirlin, Reza M. Dizaji
1999 B conf
WCNC
Severine Catreux, R. Lynn Kirlin, Peter F. Driessen
1997 J jnl
IEEE Signal Process. Lett.
Gregory Robertson, R. Lynn Kirlin, W.-S. Lu
1997 J jnl
IEEE Trans. Signal Process.
Ana I. Pérez-Neira, Miguel Angel Lagunas, R. Lynn Kirlin
1997 Misc conf
ICASSP
R. Lynn Kirlin
1997 J jnl
IEEE Trans. Ind. Electron.
Andrzej M. Trzynadlowski, R. Lynn Kirlin, Stanislaw F. Legowski
1996 Misc conf
ICASSP
David A. Caughey, R. Lynn Kirlin
1996 J jnl
IEEE Trans. Commun.
Brad A. Hedstrom, R. Lynn Kirlin
1994 B conf
VTC
R. Lynn Kirlin, Peter F. Driessen
1993 conf
ICASSP (1)
R. Lynn Kirlin, Brad A. Hedstrom
1993 conf
ICASSP (4)
Weixiu Du, R. Lynn Kirlin
1993 conf
ICASSP (3)
W.-S. Lu, Y. Cui, R. Lynn Kirlin
1993 J jnl
IEEE Trans. Signal Process.
Jonathan N. Bradley, R. Lynn Kirlin
1992 J jnl
IEEE Trans. Signal Process.
Weixiu Du, R. Lynn Kirlin
1991 Misc conf
ICASSP
R. Lynn Kirlin
1991 Misc conf
ICASSP
R. Lynn Kirlin, Weixiu Du
1991 conf
ICMC
W. Brent Weeks, W. Andrew Schloss, R. Lynn Kirlin
1990 J jnl
Signal Process.
Luis Torres-Urgell, R. Lynn Kirlin
1990 Misc conf
ICASSP
R. Lynn Kirlin, Yiqun Su
1990 J jnl
Pattern Recognit.
Sue Ellen Englert, Zhaoxin Sheng, R. Lynn Kirlin
1989 J jnl
IEEE Trans. Acoust. Speech Signal Process.
Alireza Moghaddamjoo, R. Lynn Kirlin
1988 Misc conf
ICASSP
William J. Done, R. Lynn Kirlin
1987 Misc conf
ICASSP
Luis Torres-Urgell, R. Lynn Kirlin
1986 J jnl
IEEE Trans. Acoust. Speech Signal Process.
R. Lynn Kirlin, Alireza Moghaddamjoo
1985 J jnl
IEEE Trans. Acoust. Speech Signal Process.
R. Lynn Kirlin, Ernest S. Gale
1985 J jnl
IEEE Trans. Acoust. Speech Signal Process.
R. Lynn Kirlin, Lois A. Dewey
1985 Misc conf
ICASSP
R. Lynn Kirlin, Alireza Moghaddamjoo
1985 Misc conf
ICASSP
R. Lynn Kirlin, Becky Cudzilo, Sharon Wilson
1983 Misc conf
ICASSP
R. Lynn Kirlin
1983 Misc conf
ICASSP
R. Lynn Kirlin, Lois A. Dewey
1980 Misc conf
ICASSP
R. Lynn Kirlin
1980 Misc conf
ICASSP
R. Lynn Kirlin
1977 J jnl
IEEE Trans. Inf. Theory
R. Lynn Kirlin
1975 J jnl
IEEE Trans. Commun.
R. Lynn Kirlin, C. C. Hu
1972 J jnl
IEEE Trans. Commun.
R. Lynn Kirlin
1972 J jnl
IEEE Trans. Inf. Theory
R. Lynn Kirlin
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