Oren Somekh

96 papers A* 8A 8B 15Misc 3Journal 48Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Dan Greenstein, Zohar S. Karnin, Chen Amiraz, Oren Somekh
2025 A* conf
ICLR
Dan Greenstein, Elazar Gershuni, Ilan Ben-Bassat, Yaroslav Fyodorov, Ran Moshe, Fiana Raiber, Alex Shtoff, Oren Somekh, Nadav Hallak
2025 J jnl
CoRR
David Carmel, Simone Filice, Guy Horowitz, Yoelle Maarek, Alex Shtoff, Oren Somekh, Ran Tavory
2025 J jnl
CoRR
David Carmel, Simone Filice, Guy Horowitz, Yoelle Maarek, Oren Somekh, Ran Tavory, Mehdi Ghissassi, Edo Liberty, Roy Miara
2025 A* conf
SIGIR
David Carmel, Simone Filice, Guy Horowitz, Yoelle Maarek, Oren Somekh, Ran Tavory
2024 J jnl
Trans. Mach. Learn. Res.
Alex Shtoff, Elie Abboud, Rotem Stram, Oren Somekh
2024 A conf
RecSys
Alex Shtoff, Michael Viderman, Naama Haramaty-Krasne, Oren Somekh, Ariel Raviv, Tularam Ban
2024 J jnl
CoRR
Alex Shtoff, Michael Viderman, Naama Haramaty-Krasne, Oren Somekh, Ariel Raviv, Tularam Ban
2024 conf
WWW (Companion Volume)
Rotem Stram, Rani Abboud, Alex Shtoff, Oren Somekh, Ariel Raviv, Yair Koren
2023 B conf
IEEE Big Data
Eliran Abutbul, Yohay Kaplan, Naama Krasne, Oren Somekh, Or David, Omer Duvdevany, Evgeny Segal
2023 J jnl
CoRR
Eliran Abutbul, Yohay Kaplan, Naama Krasne, Oren Somekh, Or David, Omer Duvdevany, Evgeny Segal
2023 J jnl
CoRR
Alex Shtoff, Elie Abboud, Rotem Stram, Oren Somekh
2023 J jnl
CoRR
Michal Aharon, Yohay Kaplan, Rina Levy, Oren Somekh, Ayelet Blanc, Neetai Eshel, Avi Shahar, Assaf Singer, Alex Zlotnik
2023 J jnl
CoRR
Yohay Kaplan, Naama Krasne, Alex Shtoff, Oren Somekh
2022 B conf
IEEE Big Data
Yohay Kaplan, Alex Shtoff, Tomer Shadi, Oren Somekh, Yair Koren
2022 J jnl
CoRR
Yohay Kaplan, Yair Koren, Alex Shtoff, Tomer Shadi, Oren Somekh
2021 conf
IEEE BigData
Yohay Kaplan, Yair Koren, Rina Leibovits, Oren Somekh
2021 A conf
CIKM
Yohay Kaplan, Naama Krasne, Alex Shtoff, Oren Somekh
2020 A conf
WSDM
Natalia Silberstein, Oren Somekh, Yair Koren, Michal Aharon, Dror Porat, Avi Shahar, Tingyi Wu
2020 conf
IEEE BigData
Yair Koren, Oren Somekh, Avi Shahar, Anna Itzhaki, Tal Cohen, Milena Krasteva, Tomer Shadi
2020 A conf
CIKM
Oleg Zendel, Yaroslav Fyodorov, Fiana Raiber, Natalia Silberstein, Oren Somekh, Ali Tabaja
2019 A* conf
KDD
Michal Aharon, Oren Somekh, Avi Shahar, Assaf Singer, Baruch Trayvas, Hadas Vogel, Dobri Dobrev
2019 A conf
CIKM
Morelle Arian, Eliran Abutbul, Michal Aharon, Yair Koren, Oren Somekh, Rotem Stram
2019 A conf
CIKM
Michal Aharon, Yohay Kaplan, Rina Levy, Oren Somekh, Ayelet Blanc, Neetai Eshel, Avi Shahar, Assaf Singer, Alex Zlotnik
2017 conf
WWW (Companion Volume)
Michal Aharon, Amit Kagian, Oren Somekh
2017 A conf
RecSys
Deborah Cohen, Michal Aharon, Yair Koren, Oren Somekh, Raz Nissim
2015 A* conf
WWW
Oren Anava, Shahar Golan, Nadav Golbandi, Zohar Shay Karnin, Ronny Lempel, Oleg Rokhlenko, Oren Somekh
2015 A conf
RecSys
Michal Aharon, Oren Anava, Noa Avigdor-Elgrabli, Dana Drachsler-Cohen, Shahar Golan, Oren Somekh
2015 conf
WWW (Companion Volume)
Michal Aharon, Amit Kagian, Yohay Kaplan, Raz Nissim, Oren Somekh
2014 J jnl
CoRR
Oren Anava, Shahar Golan, Nadav Golbandi, Zohar Shay Karnin, Ronny Lempel, Oleg Rokhlenko, Oren Somekh
2014 J jnl
Internet Math.
Liran Katzir, Edo Liberty, Oren Somekh, Ioana A. Cosma
2013 conf
ICML (3)
Zohar Shay Karnin, Tomer Koren, Oren Somekh
2013 conf
NIPS
Eshcar Hillel, Zohar Shay Karnin, Tomer Koren, Ronny Lempel, Oren Somekh
2013 J jnl
CoRR
Eshcar Hillel, Zohar Shay Karnin, Tomer Koren, Ronny Lempel, Oren Somekh
2012 A* conf
WWW
Natalie Aizenberg, Yehuda Koren, Oren Somekh
2012 J jnl
Found. Trends Commun. Inf. Theory
Osvaldo Simeone, Nathan Levy, Amichai Sanderovich, Oren Somekh, Benjamin M. Zaidel, H. Vincent Poor, Shlomo Shamai
2012 A* conf
WWW
Liran Katzir, Edo Liberty, Oren Somekh
2012 conf
WWW (Companion Volume)
Ronny Lempel, Ronen Barenboim, Edward Bortnikov, Nadav Golbandi, Amit Kagian, Liran Katzir, Hayim Makabee, Scott Roy, Oren Somekh
2011 A* conf
WWW
Liran Katzir, Edo Liberty, Oren Somekh
2011 J jnl
CoRR
Ronen Barenboim, Edward Bortnikov, Nadav Golbandi, Amit Kagian, Liran Katzir, Ronny Lempel, Hayim Makabee, Scott Roy, Oren Somekh
2011 A* conf
WWW
Gal Lavee, Ronny Lempel, Edo Liberty, Oren Somekh
2011 J jnl
CoRR
Moran Feldman, Ronny Lempel, Oren Somekh, Kolman Vornovitsky
2011 J jnl
IEEE Trans. Inf. Theory
Osvaldo Simeone, Oren Somekh, Elza Erkip, Harold Vincent Poor, Shlomo Shamai (Shitz)
2010 J jnl
IEEE Trans. Wirel. Commun.
Oren Somekh, Osvaldo Simeone, Harold Vincent Poor, Shlomo Shamai
2010 J jnl
IEEE Trans. Veh. Technol.
Bo Niu, Osvaldo Simeone, Oren Somekh, Alexander M. Haimovich
2010 J jnl
CoRR
Bo Niu, Osvaldo Simeone, Oren Somekh, Alexander M. Haimovich
2010 J jnl
IEEE Trans. Inf. Theory
Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor, Shlomo Shamai
2009 J jnl
IEEE Trans. Inf. Theory
Oren Somekh, Osvaldo Simeone, Yeheskel Bar-Ness, Alexander M. Haimovich, Shlomo Shamai
2009 J jnl
IEEE Trans. Inf. Theory
Osvaldo Simeone, Oren Somekh, H. Vincent Poor, Shlomo Shamai
2009 J jnl
EURASIP J. Adv. Signal Process.
Osvaldo Simeone, Oren Somekh, H. Vincent Poor, Shlomo Shamai
2009 J jnl
IEEE Trans. Inf. Theory
Osvaldo Simeone, Oren Somekh, H. Vincent Poor, Shlomo Shamai
2009 B conf
ITW
Osvaldo Simeone, Oren Somekh, Elza Erkip, H. Vincent Poor, Shlomo Shamai
2009 J jnl
IEEE Trans. Inf. Theory
Nathan Levy, Oren Somekh, Shlomo Shamai, Ofer Zeitouni
2009 J jnl
IEEE Trans. Inf. Theory
Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor
2009 J jnl
CoRR
Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai
2009 conf
ICC
Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor, Shlomo Shamai
2009 J jnl
CoRR
Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai
2009 J jnl
IEEE Trans. Inf. Theory
Amichai Sanderovich, Oren Somekh, H. Vincent Poor, Shlomo Shamai
2008 J jnl
CoRR
Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai
2008 B conf
ISIT
Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai
2008 J jnl
CoRR
Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor
2008 B conf
ISIT
Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor
2008 J jnl
CoRR
Osvaldo Simeone, Oren Somekh, H. Vincent Poor, Shlomo Shamai
2008 B conf
ISIT
Osvaldo Simeone, Oren Somekh, H. Vincent Poor, Shlomo Shamai
2008 conf
ACSCC
Osvaldo Simeone, Oren Somekh, H. Vincent Poor, Shlomo Shamai
2008 B conf
PIMRC
Shlomo Shamai, Osvaldo Simeone, Oren Somekh, Amichai Sanderovich, Benjamin M. Zaidel, H. Vincent Poor
2008 J jnl
CoRR
Nathan Levy, Oren Somekh, Shlomo Shamai, Ofer Zeitouni
2008 B conf
ISIT
Nathan Levy, Oren Somekh, Shlomo Shamai, Ofer Zeitouni
2008 J jnl
CoRR
Oren Somekh, Osvaldo Simeone, Benjamin M. Zaidel, H. Vincent Poor, Shlomo Shamai
2008 Misc conf
CISS
Oren Somekh, Osvaldo Simeone, Amichai Sanderovich, Benjamin M. Zaidel, Shlomo Shamai
2008 conf
Allerton
Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai
2008 conf
ACSCC
Osvaldo Simeone, Oren Somekh, Gerhard Kramer, H. Vincent Poor, Shlomo Shamai
2008 J jnl
CoRR
Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor, Shlomo Shamai
2008 J jnl
EURASIP J. Wirel. Commun. Netw.
Osvaldo Simeone, Oren Somekh, Gerhard Kramer, H. Vincent Poor, Shlomo Shamai
2008 J jnl
IEEE Trans. Inf. Theory
Osvaldo Simeone, Oren Somekh, Yeheskel Bar-Ness, Umberto Spagnolini
2008 J jnl
CoRR
Amichai Sanderovich, Oren Somekh, H. Vincent Poor, Shlomo Shamai
2008 conf
Allerton
Osvaldo Simeone, Oren Somekh, Gerhard Kramer, H. Vincent Poor, Shlomo Shamai
2007 B conf
PIMRC
Seokhyun Yoon, Oren Somekh, Osvaldo Simeone, Yeheskel Bar-Ness
2007 J jnl
CoRR
Osvaldo Simeone, Oren Somekh, Yeheskel Bar-Ness, H. Vincent Poor, Shlomo Shamai
2007 J jnl
CoRR
Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai
2007 B conf
ISIT
Oren Somekh, Osvaldo Simeone, H. Vincent Poor, Shlomo Shamai
2007 J jnl
CoRR
Shlomo Shamai, Oren Somekh, Osvaldo Simeone, Amichai Sanderovich, Benjamin M. Zaidel, H. Vincent Poor
2007 J jnl
CoRR
Shengshan Cui, Alexander M. Haimovich, Oren Somekh, H. Vincent Poor
2007 J jnl
IEEE Trans. Inf. Theory
Oren Somekh, Benjamin M. Zaidel, Shlomo Shamai
2007 J jnl
IEEE Trans. Inf. Theory
Oren Somekh, Benjamin M. Zaidel, Shlomo Shamai
2007 J jnl
IEEE Commun. Lett.
Oren Somekh, Alexander M. Haimovich, Yeheskel Bar-Ness
2007 B conf
ISIT
Amichai Sanderovich, Oren Somekh, Shlomo Shamai
2007 J jnl
IEEE Trans. Wirel. Commun.
Osvaldo Simeone, Oren Somekh, Yeheskel Bar-Ness, Umberto Spagnolini
2006 B conf
GLOBECOM
Oren Somekh, Osvaldo Simeone, Yeheskel Bar-Ness, Alexander M. Haimovich
2006 Misc conf
CISS
Osvaldo Simeone, Oren Somekh, Yeheskel Bar-Ness, Umberto Spagnolini
2006 conf
CrownCom
Hong Li, Yeheskel Bar-Ness, Ali Abdi, Oren Somekh, Wei Su
2006 B conf
ITW
Jordi Diaz, Osvaldo Simeone, Oren Somekh, Yeheskel Bar-Ness
2006 Misc conf
CISS
Oren Somekh, Osvaldo Simeone, Alexander M. Haimovich, Yeheskel Bar-Ness
2004 B conf
ISIT
Oren Somekh, Benjamin M. Zaidel, Shlomo Shamai
2000 J jnl
IEEE Trans. Inf. Theory
Oren Somekh, Shlomo Shamai
1997 B conf
PIMRC
Oren Somekh, Shlomo Shamai (Shitz)
tests/conftest.py
← Index tests/conftest.py python
"""
Pytest configuration and shared fixtures for REDB unit tests.
"""
import os
import sys
import pytest
import logging
import tempfile
import hashlib
from unittest.mock import Mock, MagicMock, patch
from pathlib import Path

# Add the project root to the path
sys.path.insert(0, str(Path(__file__).parent.parent))

# Test files directory
TEST_FILES_DIR = Path(__file__).parent.parent / "test_files"


# ============================================================================
# Logger Fixtures
# ============================================================================

@pytest.fixture
def mock_logger():
    """Create a mock logger for testing."""
    logger = Mock()
    logger.debug = Mock()
    logger.info = Mock()
    logger.warning = Mock()
    logger.error = Mock()
    return logger


@pytest.fixture
def real_logger():
    """Create a real logger for testing with debug output."""
    logger = logging.getLogger("test_logger")
    logger.setLevel(logging.DEBUG)
    if not logger.handlers:
        handler = logging.StreamHandler()
        handler.setLevel(logging.DEBUG)
        formatter = logging.Formatter('%(levelname)s - %(message)s')
        handler.setFormatter(formatter)
        logger.addHandler(handler)
    return logger


# ============================================================================
# Test Binary Files Fixtures
# ============================================================================

@pytest.fixture
def elf_binary_path():
    """Path to the ELF test binary."""
    path = TEST_FILES_DIR / "hello"
    if not path.exists():
        pytest.skip(f"Test file not found: {path}")
    return str(path)


@pytest.fixture
def elf_advanced_binary_path():
    """Path to the advanced ELF test binary."""
    path = TEST_FILES_DIR / "hello_advanced"
    if not path.exists():
        pytest.skip(f"Test file not found: {path}")
    return str(path)


@pytest.fixture
def pe_binary_path():
    """Path to the PE test binary (.NET PE)."""
    path = TEST_FILES_DIR / "d8637bdbcfc9112fcb1f0167b398e771"
    if not path.exists():
        pytest.skip(f"Test file not found: {path}")
    return str(path)


@pytest.fixture
def elf_binary_content(elf_binary_path):
    """Read the ELF test binary content."""
    with open(elf_binary_path, "rb") as f:
        return f.read()


@pytest.fixture
def pe_binary_content(pe_binary_path):
    """Read the PE test binary content."""
    with open(pe_binary_path, "rb") as f:
        return f.read()


# ============================================================================
# Temporary Files Fixtures
# ============================================================================

@pytest.fixture
def temp_binary_file():
    """Create a temporary binary file for testing."""
    with tempfile.NamedTemporaryFile(delete=False, suffix=".bin") as f:
        # Write some test data
        f.write(b"\x7fELF" + b"\x00" * 100 + b"test data")
        temp_path = f.name

    yield temp_path

    # Cleanup
    if os.path.exists(temp_path):
        os.unlink(temp_path)


@pytest.fixture
def temp_text_file():
    """Create a temporary text file for testing."""
    with tempfile.NamedTemporaryFile(delete=False, suffix=".txt", mode="w") as f:
        f.write("This is a test file with some text content.")
        temp_path = f.name

    yield temp_path

    # Cleanup
    if os.path.exists(temp_path):
        os.unlink(temp_path)


@pytest.fixture
def temp_pe_like_file():
    """Create a temporary file with PE-like header for testing."""
    with tempfile.NamedTemporaryFile(delete=False, suffix=".exe") as f:
        # MZ header
        f.write(b"MZ" + b"\x00" * 58)
        # e_lfanew pointing to PE header at offset 64
        f.write(b"\x40\x00\x00\x00")
        # PE signature at offset 64
        f.write(b"PE\x00\x00")
        # Minimal COFF header (20 bytes)
        f.write(b"\x4c\x01")  # Machine (i386)
        f.write(b"\x01\x00")  # NumberOfSections
        f.write(b"\x00" * 16)  # Rest of COFF header
        temp_path = f.name

    yield temp_path

    # Cleanup
    if os.path.exists(temp_path):
        os.unlink(temp_path)


# ============================================================================
# Mock Exporter Fixtures
# ============================================================================

@pytest.fixture
def mock_print_exporter(mock_logger):
    """Create a mock PrintExporter."""
    from redb.extractors.database_exporters import PrintExporter
    exporter = PrintExporter(mock_logger, "test_index")
    return exporter


@pytest.fixture
def mock_elasticsearch_exporter(mock_logger):
    """Create a mock ElasticsearchExporter with mocked client."""
    with patch('redb.settings.get_elasticsearch_client') as mock_client:
        mock_client.return_value = Mock()
        from redb.extractors.database_exporters import ElasticsearchExporter
        exporter = ElasticsearchExporter(mock_logger, "test_index")
        return exporter


@pytest.fixture
def mock_clickhouse_exporter(mock_logger):
    """Create a mock ClickHouseExporter with mocked client."""
    with patch('redb.settings.create_clickhouse_client') as mock_client:
        mock_client.return_value = Mock()
        from redb.extractors.database_exporters import ClickHouseExporter
        exporter = ClickHouseExporter(mock_logger, "test_index", client=Mock())
        return exporter


# ============================================================================
# Mock Settings Fixtures
# ============================================================================

@pytest.fixture
def mock_settings():
    """Mock the redb.settings module."""
    with patch.multiple(
        'redb.settings',
        ELASTIC_BINARIES_COLLECTION="test_collection",
        get_elasticsearch_client=Mock(return_value=Mock()),
        create_clickhouse_client=Mock(return_value=Mock()),
    ):
        yield


# ============================================================================
# Hash Fixtures
# ============================================================================

@pytest.fixture
def known_hashes(elf_binary_content):
    """Compute known hashes for the ELF test binary."""
    return {
        'md5': hashlib.md5(elf_binary_content).hexdigest(),
        'sha1': hashlib.sha1(elf_binary_content).hexdigest(),
        'sha256': hashlib.sha256(elf_binary_content).hexdigest(),
    }


@pytest.fixture
def pe_known_hashes(pe_binary_content):
    """Compute known hashes for the PE test binary."""
    return {
        'md5': hashlib.md5(pe_binary_content).hexdigest(),
        'sha1': hashlib.sha1(pe_binary_content).hexdigest(),
        'sha256': hashlib.sha256(pe_binary_content).hexdigest(),
    }


# ============================================================================
# Sample Data Fixtures
# ============================================================================

@pytest.fixture
def sample_binary_data():
    """Sample binary data for entropy and hash testing."""
    return b"\x00\x01\x02\x03\x04\x05\x06\x07\x08\x09\x0a\x0b\x0c\x0d\x0e\x0f" * 16


@pytest.fixture
def high_entropy_data():
    """High entropy random-like data for testing."""
    import random
    random.seed(42)  # Reproducible
    return bytes(random.randint(0, 255) for _ in range(256))


@pytest.fixture
def low_entropy_data():
    """Low entropy repetitive data for testing."""
    return b"\x00" * 256


# ============================================================================
# PE Object Fixtures
# ============================================================================

@pytest.fixture
def pe_object(pe_binary_path):
    """Create a pefile PE object for testing."""
    import pefile
    try:
        pe = pefile.PE(pe_binary_path)
        yield pe
        pe.close()
    except Exception as e:
        pytest.skip(f"Failed to parse PE file: {e}")


# ============================================================================
# ELF Object Fixtures
# ============================================================================

@pytest.fixture
def elf_object(elf_binary_path):
    """Create an ELFFile object for testing."""
    from elftools.elf.elffile import ELFFile
    try:
        with open(elf_binary_path, 'rb') as f:
            elf = ELFFile(f)
            # We need to keep the file open for ELFFile to work
            yield elf
    except Exception as e:
        pytest.skip(f"Failed to parse ELF file: {e}")


# ============================================================================
# Dataclass Fixtures
# ============================================================================

@pytest.fixture
def sample_hash_dataclass():
    """Create a sample Hash dataclass."""
    from redb.models.dataclasses import Hash
    return Hash(
        md5="d41d8cd98f00b204e9800998ecf8427e",
        sha1="da39a3ee5e6b4b0d3255bfef95601890afd80709",
        sha256="e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
    )


@pytest.fixture
def sample_hashes_dataclass():
    """Create a sample Hashes dataclass."""
    from redb.models.dataclasses import Hashes
    return Hashes(
        md5="d41d8cd98f00b204e9800998ecf8427e",
        sha1="da39a3ee5e6b4b0d3255bfef95601890afd80709",
        sha256="e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
        ssdeep_hash="3::",
        tlsh_hash=""
    )


@pytest.fixture
def sample_basic_properties():
    """Create a sample BasicProperties dataclass."""
    from redb.models.dataclasses import BasicProperties
    return BasicProperties(
        filename="test.exe",
        sample_name="test.exe",
        filesize=1024,
        filetype="PE32 executable",
        filetype_mime="application/x-dosexec",
        filetype_magika="pebin",
        file_entropy=6.5
    )


# ============================================================================
# Utility Functions for Tests
# ============================================================================

def compute_entropy(data):
    """Compute entropy of data for verification in tests."""
    import math
    from collections import Counter

    if not data:
        return 0.0

    if isinstance(data, str):
        counts = Counter(data)
        frequencies = (i / len(data) for i in counts.values())
        return -sum(f * math.log(f, 2) for f in frequencies)
    else:
        occurrences = Counter(bytearray(data))
        entropy = 0
        for x in occurrences.values():
            p_x = float(x) / len(data)
            entropy -= p_x * math.log(p_x, 2)
        return entropy


# Make the function available as a fixture
@pytest.fixture
def entropy_calculator():
    """Return the entropy calculation function."""
    return compute_entropy


# ============================================================================
# Skip Markers
# ============================================================================

# Mark tests that require external tools
requires_die = pytest.mark.skipif(
    not os.path.exists("/usr/bin/diec") and not os.path.exists("/usr/local/bin/diec"),
    reason="Detect It Easy (diec) not installed"
)

requires_capa = pytest.mark.skipif(
    not os.path.exists("/usr/bin/capa") and not os.path.exists("/usr/local/bin/capa"),
    reason="capa not installed"
)

requires_floss = pytest.mark.skipif(
    not os.path.exists("/usr/bin/floss") and not os.path.exists("/usr/local/bin/floss"),
    reason="floss not installed"
)