Nawal Guermouche

65 papers A 7B 5C 12Journal 14Unranked 25
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Access
Nour El Houda Boubaker, Karim Zarour, Nawal Guermouche, Djamel Benmerzoug
2025 J jnl
Clust. Comput.
Nour El Houda Boubaker, Karim Zarour, Nawal Guermouche, Djamel Benmerzoug
2025 B conf
CoopIS
Christson Awanyo, Nawal Guermouche, Morel Kouhossounon Vianney
2025 J jnl
J. Grid Comput.
Nour El Houda Boubaker, Karim Zarour, Nawal Guermouche, Djamel Benmerzoug
2025 conf
DEXA (2)
Barry Amadou Djoulde, Nawal Guermouche, Viviane Kostrubiec, Pierre-Vincent Paubel
2024 conf
EGC
Christson Awanyo, Nawal Guermouche
2024 conf
ICSOC (1)
Christson Awanyo, Nawal Guermouche
2024 conf
WISE (3)
Christson Awanyo, Nawal Guermouche
2023 conf
ICEBE
Nour El Houda Boubaker, Karim Zarour, Nawal Guermouche, Djamel Benmerzoug
2023 B conf
WISE
Christson Awanyo, Nawal Guermouche
2023 B conf
CoopIS
Nour El Houda Boubaker, Karim Zarour, Nawal Guermouche, Djamel Benmerzoug
2023 conf
TACC
Nour El Houda Boubaker, Karim Zarour, Nawal Guermouche, Djamel Benmerzoug
2022 J jnl
IEEE Access
Karima Khadir, Nawal Guermouche, Amal Guittoum, Thierry Monteil
2022 conf
TACC
Nour El Houda Boubaker, Karim Zarour, Nawal Guermouche, Djamel Benmerzoug
2021 J jnl
Computing
Slim Kallel, Saoussen Cheikhrouhou, Zakaria Maamar, Nawal Guermouche, Mohamed Jmaiel
2020 J jnl
Concurr. Comput. Pract. Exp.
Imen Graja, Slim Kallel, Nawal Guermouche, Saoussen Cheikhrouhou, Ahmed Hadj Kacem
2020 J jnl
Bus. Process. Manag. J.
Karim Zarour, Djamel Benmerzoug, Nawal Guermouche, Khalil Drira
2020 J jnl
Softw. Qual. J.
Ikbel Guidara, Nawal Guermouche, Tarak Chaari, Mohamed Jmaiel
2020 B conf
CNSM
Karima Khadir, Nawal Guermouche, Thierry Monteil, Amal Guittoum
2019 conf
WorldCIST (1)
Karim Zarour, Djamel Benmerzoug, Nawal Guermouche, Khalil Drira
2019 conf
ICCS (5)
Karim Zarour, Djamel Benmerzoug, Nawal Guermouche, Khalil Drira
2019 J jnl
IET Softw.
Imen Graja, Slim Kallel, Nawal Guermouche, Saoussen Cheikhrouhou, Ahmed Hadj Kacem
2019 conf
IoTSMS
Karima Khadir, Nawal Guermouche, Thierry Monteil
2018 conf
ISPA/IUCC/BDCloud/SocialCom/SustainCom
Nicolas Verstaevel, Guillaume Garzone, Thierry Monteil, Nawal Guermouche, Johan Barthélemy, Pascal Perez
2018 C conf
ISNCC
Guillaume Garzone, Nawal Guermouche, Thierry Monteil
2017 conf
CCNC
Imen Graja, Aicha Mechim, Slim Kallel, Nawal Guermouche, Ahmed Hadj Kacem
2017 conf
CCNC
Imen Graja, Slim Kallel, Nawal Guermouche, Ahmed Hadj Kacem
2017 conf
ICSOC Workshops
Imen Graja, Slim Kallel, Nawal Guermouche, Ahmed Hadj Kacem
2016 C conf
WETICE
Imen Graja, Slim Kallel, Nawal Guermouche, Ahmed Hadj Kacem
2016 conf
SCC
Ikbel Guidara, Imane Al Jaouhari, Nawal Guermouche
2016 J jnl
Int. J. Auton. Adapt. Commun. Syst.
Cédric Eichler, Ghada Gharbi, Thierry Monteil, Patricia Stolf, Nawal Guermouche
2016 C conf
ISCC
Imen Graja, Slim Kallel, Nawal Guermouche, Ahmed Hadj Kacem
2015 conf
SCC
Imen Graja, Nawal Guermouche, Ahmed Hadj Kacem, Khalil Drira
2015 A conf
ICWS
Ikbel Guidara, Nawal Guermouche, Tarak Chaari, Saïd Tazi, Mohamed Jmaiel
2015 C conf
WETICE
Nawal Guermouche, Saïd Tazi
2015 J jnl
Serv. Oriented Comput. Appl.
Saoussen Cheikhrouhou, Slim Kallel, Nawal Guermouche, Mohamed Jmaiel
2015 J jnl
Int. J. Web Serv. Res.
Ikbel Guidara, Nawal Guermouche, Tarak Chaari, Mohamed Jmaiel, Saïd Tazi
2014 J jnl
Int. J. Next Gener. Comput.
Nawal Guermouche, Claude Godart
2014 ch.
Web Services Foundations
Nawal Guermouche, Claude Godart
2014 conf
IEEE SCC
Saoussen Cheikhrouhou, Slim Kallel, Nawal Guermouche, Mohamed Jmaiel
2014 A conf
ICSOC
Saoussen Cheikhrouhou, Slim Kallel, Nawal Guermouche, Mohamed Jmaiel
2014 A conf
ICWS
Ikbel Guidara, Nawal Guermouche, Tarak Chaari, Saïd Tazi, Mohamed Jmaiel
2014 C conf
WoWMoM
Ghada Gharbi, Nawal Guermouche, Thierry Monteil
2014 conf
ANT/SEIT
Ghada Gharbi, Nawal Guermouche, Thierry Monteil
2014 C conf
WETICE
Nawal Guermouche, Saïd Tazi
2013 conf
ICEIS (3)
Saoussen Cheikhrouhou, Slim Kallel, Nawal Guermouche, Mohamed Jmaiel
2013 C conf
WETICE
Cédric Eichler, Ghada Gharbi, Nawal Guermouche, Thierry Monteil, Patricia Stolf
2013 C conf
WETICE
Saïd Tazi, Nawal Guermouche
2013 conf
ICEBE
Saoussen Cheikhrouhou, Slim Kallel, Nawal Guermouche, Mohamed Jmaiel
2013 C conf
iiWAS
Saoussen Cheikhrouhou, Slim Kallel, Nawal Guermouche, Mohamed Jmaiel
2012 C conf
WETICE
Saïd Tazi, Nawal Guermouche
2012 C conf
CollaborateCom
Nawal Guermouche, Silvano Dal-Zilio
2011 J jnl
Int. J. Web Serv. Res.
Nawal Guermouche, Claude Godart
2010 conf
INFORSID
Nawal Guermouche, Claude Godart
2010
Nawal Guermouche
2010 A conf
ICSOC
Nawal Guermouche, Claude Godart
2009 A conf
CAiSE
Nawal Guermouche, Claude Godart
2009 A conf
ICWS
Nawal Guermouche, Claude Godart
2008 C conf
SERA
Nawal Guermouche, Olivier Perrin, Christophe Ringeissen
2008 conf
ICEBE
Nawal Guermouche, Boualem Benatallah, Claude Godart
2008 conf
OTM Conferences (1)
Nawal Guermouche, Claude Godart
2008 B conf
EDOC
Nawal Guermouche, Claude Godart
2007 A conf
ICWS
Nawal Guermouche, Salima Benbernou, Emmanuel Coquery, Mohand-Said Hacid
2007 conf
EGC
Nawal Guermouche, Salima Benbernou, Emmanuel Coquery, Mohand-Said Hacid
2007 conf
WWV
Nawal Guermouche, Olivier Perrin, Christophe Ringeissen
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