Manish Raghavan

73 papers A* 16A 3Journal 43Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Kate Donahue, Manish Raghavan
2026 J jnl
CoRR
Chris Hays, Rachel Li, Bailey Flanigan, Manish Raghavan
2026 J jnl
CoRR
Nathanael Jo, Nikhil Garg, Manish Raghavan
2025 A* conf
ICML
Chris Hays, Manish Raghavan
2025 J jnl
CoRR
Chris Hays, Manish Raghavan
2025 J jnl
CoRR
Divya Shanmugam, Shuvom Sadhuka, Manish Raghavan, John V. Guttag, Bonnie Berger, Emma Pierson
2025 conf
CSLAW
Maria Ballesteros, Cynthia Dwork, Gary King, Conlan Olson, Manish Raghavan
2025 J jnl
CoRR
Maria Ballesteros, Cynthia Dwork, Gary King, Conlan Olson, Manish Raghavan
2025 J jnl
CoRR
Nathanael Jo, Kathleen Creel, Ashia Wilson, Manish Raghavan
2025 J jnl
CoRR
Chris Hays, Benjamin Laufer, Solon Barocas, Manish Raghavan
2025 J jnl
CoRR
Rohan Alur, Chris Hays, Manish Raghavan, Devavrat Shah
2025 conf
CSLAW
Benjamin Laufer, Manish Raghavan, Solon Barocas
2025 conf
UMAP (Adjunct Publication)
Charlotte Park, Kate Donahue, Manish Raghavan
2024 J jnl
CoRR
Manish Raghavan
2024 A* conf
WWW
Cynthia Dwork, Chris Hays, Jon M. Kleinberg, Manish Raghavan
2024 J jnl
CoRR
Rohan Alur, Manish Raghavan, Devavrat Shah
2024 A* conf
EC
Cynthia Dwork, Chris Hays, Jon M. Kleinberg, Manish Raghavan
2024 J jnl
CoRR
Cynthia Dwork, Chris Hays, Jon M. Kleinberg, Manish Raghavan
2024 A* conf
NeurIPS
Rohan Alur, Manish Raghavan, Devavrat Shah
2024 J jnl
CoRR
Rohan Alur, Loren Laine, Darrick K. Li, Dennis L. Shung, Manish Raghavan, Devavrat Shah
2024 A* conf
WWW
Kenny Peng, Manish Raghavan, Emma Pierson, Jon M. Kleinberg, Nikhil Garg
2024 J jnl
CoRR
Cynthia Dwork, Kristjan H. Greenewald, Manish Raghavan
2024 J jnl
CoRR
Vinith M. Suriyakumar, Rohan Alur, Ayush Sekhari, Manish Raghavan, Ashia C. Wilson
2024 J jnl
Commun. ACM
Manish Raghavan
2023 A* conf
NeurIPS
Rohan Alur, Loren Laine, Darrick K. Li, Manish Raghavan, Devavrat Shah, Dennis L. Shung
2023 J jnl
CoRR
Rohan Alur, Loren Laine, Darrick K. Li, Manish Raghavan, Devavrat Shah, Dennis L. Shung
2023 J jnl
CoRR
Cynthia Dwork, Chris Hays, Jon M. Kleinberg, Manish Raghavan
2023 J jnl
SIAM J. Comput.
Manish Raghavan, Aleksandrs Slivkins, Jennifer Wortman Vaughan, Zhiwei Steven Wu
2023 J jnl
CoRR
Kenny Peng, Manish Raghavan, Emma Pierson, Jon M. Kleinberg, Nikhil Garg
2023 A* conf
WWW
Chris Hays, Zachary Schutzman, Manish Raghavan, Erin Walk, Philipp Zimmer
2023 J jnl
CoRR
Chris Hays, Zachary Schutzman, Manish Raghavan, Erin Walk, Philipp Zimmer
2023 book
Manish Raghavan
2022 conf
FAccT
Emily Black, Manish Raghavan, Solon Barocas
2022 A* conf
EC
Jon M. Kleinberg, Sendhil Mullainathan, Manish Raghavan
2022 J jnl
CoRR
Jon M. Kleinberg, Sendhil Mullainathan, Manish Raghavan
2022 J jnl
CoRR
Sarah H. Cen, Manish Raghavan
2021 J jnl
CoRR
Jon M. Kleinberg, Manish Raghavan
2021 J jnl
Proc. Natl. Acad. Sci. USA
Jon M. Kleinberg, Manish Raghavan
2021 conf
FAccT
Jessie Finocchiaro, Roland Maio, Faidra Monachou, Gourab K. Patro, Manish Raghavan, Ana-Andreea Stoica, Stratis Tsirtsis
2021 J jnl
CoRR
Chloé Bakalar, Renata Barreto, Stevie Bergman, Miranda Bogen, Bobbie Chern, Sam Corbett-Davies, Melissa Hall, Isabel Kloumann, Michelle S. Lam, Joaquin Quiñonero Candela, Manish Raghavan, Joshua Simons, Jonathan Tannen, Edmund Tong, Kate Vredenburgh, Jiejing Zhao
2021 J jnl
CoRR
Jon M. Kleinberg, Sigal Oren, Manish Raghavan, Nadav Sklar
2021 A conf
UAI
Jon M. Kleinberg, Sigal Oren, Manish Raghavan, Nadav Sklar
2021
The Societal Impacts of Algorithmic Decision-Making.
Manish Raghavan
2020 J jnl
SIGecom Exch.
Jon M. Kleinberg, Manish Raghavan
2020 J jnl
CoRR
Jessie Finocchiaro, Roland Maio, Faidra Monachou, Gourab K. Patro, Manish Raghavan, Ana-Andreea Stoica, Stratis Tsirtsis
2020 A* conf
AAAI
Jon M. Kleinberg, Manish Raghavan
2020 J jnl
CoRR
Manish Raghavan, Aleksandrs Slivkins, Jennifer Wortman Vaughan, Zhiwei Steven Wu
2020 J jnl
ACM Trans. Economics and Comput.
Jon M. Kleinberg, Manish Raghavan
2020 conf
FAT*
Manish Raghavan, Solon Barocas, Jon M. Kleinberg, Karen Levy
2020 conf
FAT*
Rediet Abebe, Solon Barocas, Jon M. Kleinberg, Karen Levy, Manish Raghavan, David G. Robinson
2020 conf
FAT*
Solon Barocas, Andrew D. Selbst, Manish Raghavan
2019 A* conf
ICML
Manish Purohit, Sreenivas Gollapudi, Manish Raghavan
2019 J jnl
CoRR
Manish Raghavan, Manish Purohit, Sreenivas Gollapudi
2019 A* conf
EC
Jon M. Kleinberg, Manish Raghavan
2019 J jnl
CoRR
Manish Raghavan, Solon Barocas, Jon M. Kleinberg, Karen Levy
2019 J jnl
CoRR
Rediet Abebe, Solon Barocas, Jon M. Kleinberg, Karen Levy, Manish Raghavan, David G. Robinson
2019 J jnl
CoRR
Solon Barocas, Andrew D. Selbst, Manish Raghavan
2018 J jnl
CoRR
Jon M. Kleinberg, Manish Raghavan
2018 A* conf
WWW
Manish Raghavan, Ashton Anderson, Jon M. Kleinberg
2018 J jnl
CoRR
Manish Raghavan, Ashton Anderson, Jon M. Kleinberg
2018 A conf
ITCS
Jon M. Kleinberg, Manish Raghavan
2018 J jnl
CoRR
Jon M. Kleinberg, Manish Raghavan
2018 A* conf
COLT
Manish Raghavan, Aleksandrs Slivkins, Jennifer Wortman Vaughan, Zhiwei Steven Wu
2018 J jnl
CoRR
Manish Raghavan, Aleksandrs Slivkins, Jennifer Wortman Vaughan, Zhiwei Steven Wu
2017 A conf
ITCS
Jon M. Kleinberg, Sendhil Mullainathan, Manish Raghavan
2017 conf
NIPS
Geoff Pleiss, Manish Raghavan, Felix Wu, Jon M. Kleinberg, Kilian Q. Weinberger
2017 J jnl
CoRR
Geoff Pleiss, Manish Raghavan, Felix Wu, Jon M. Kleinberg, Kilian Q. Weinberger
2017 A* conf
EC
Jon M. Kleinberg, Sigal Oren, Manish Raghavan
2017 J jnl
CoRR
Jon M. Kleinberg, Sigal Oren, Manish Raghavan
2016 J jnl
CoRR
Jon M. Kleinberg, Sendhil Mullainathan, Manish Raghavan
2016 A* conf
EC
Jon M. Kleinberg, Sigal Oren, Manish Raghavan
2016 J jnl
CoRR
Jon M. Kleinberg, Sigal Oren, Manish Raghavan
2014 A* conf
WWW
Nilesh N. Dalvi, Marian Olteanu, Manish Raghavan, Philip Bohannon
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