Nadia Bennani

50 papers A 2B 7C 5Misc 1Journal 10Unranked 25
YearRankTypeTitle / Venue / Authors
2025 conf
EDBT/ICDT Workshops
Genoveva Vargas-Solar, José-Luis Zechinelli-Martini, Claudio Agostino Ardagna, Nicola Bena, Nadia Bennani, Barbara Catania, Javier-Alfonso Espinosa-Oviedo, Chirine Ghedira Guegan, Andrea Mauri
2024 C conf
AICCSA
Genoveva Vargas-Solar, Nadia Bennani, Javier A. Espinosa-Oviedo, Andrea Mauri, José-Luis Zechinelli-Martini, Barbara Catania, Claudio A. Ardagna, Nicola Bena
2024 J jnl
IEEE Internet Comput.
Claudio A. Ardagna, Nicola Bena, Nadia Bennani, Chirine Ghedira Guegan, Nicolò Grecchi, Genoveva Vargas-Solar
2022 J jnl
Sensors
Paul Lachat, Nadia Bennani, Veronika Rehn-Sonigo, Lionel Brunie, Harald Kosch
2022 J jnl
Internet Technol. Lett.
Paul Lachat, Nadia Bennani, Veronika Rehn-Sonigo, Lionel Brunie, Harald Kosch
2022 conf
EDBT/ICDT Workshops
Genoveva Vargas-Solar, Chirine Ghedira Guegan, Nadia Bennani
2022 B conf
COMPSAC
Sad Rafik, Paul Lachat, Nadia Bennani, Veronika Rehn-Sonigo
2021 A conf
ICWS
Senda Romdhani, Genoveva Vargas-Solar, Nadia Bennani, Chirine Ghedira Guegan
2021 J jnl
CoRR
Senda Romdhani, Genoveva Vargas-Solar, Nadia Bennani, Chirine Ghedira Guegan
2020 conf
ADBIS (Short Papers)
Paul Lachat, Veronika Rehn-Sonigo, Nadia Bennani
2019 C conf
ADBIS
Tarek Awwad, Nadia Bennani, Veronika Rehn-Sonigo, Lionel Brunie, Harald Kosch
2019 A conf
ICSOC
Senda Romdhani, Nadia Bennani, Chirine Ghedira Guegan, Genoveva Vargas-Solar
2018 J jnl
Trans. Large Scale Data Knowl. Centered Syst.
Armin Gerl, Nadia Bennani, Harald Kosch, Lionel Brunie
2017 conf
COMPSAC (1)
Tarek Awwad, Nadia Bennani, Konstantin Ziegler, Veronika Sonigo, Lionel Brunie, Harald Kosch
2017 B conf
CLOUD
Alex Palesandro, Marc Lacoste, Nadia Bennani, Chirine Ghedira Guegan, Denis Bourge
2016 B conf
PIMRC
Merza Klaghstan, David Coquil, Nadia Bennani, Harald Kosch, Lionel Brunie
2016 J jnl
IEEE Cloud Comput.
Alex Palesandro, Chirine Ghedira Guegan, Marc Lacoste, Nadia Bennani
2016 conf
ADBIS (Short Papers and Workshops)
Daniel A. S. Carvalho, Plácido A. Souza Neto, Chirine Ghedira Guegan, Nadia Bennani, Genoveva Vargas-Solar
2016 conf
HASE
Tarek Awwad, Nadia Bennani, Lionel Brunie, David Coquil, Harald Kosch, Veronika Rehn-Sonigo
2015 conf
DEXA (2)
Daniel A. S. Carvalho, Plácido A. Souza Neto, Genoveva Vargas-Solar, Nadia Bennani, Chirine Ghedira
2015 conf
COMPSAC Workshops
Nadia Bennani, Chirine Ghedira Guegan, Genoveva Vargas-Solar, Martin A. Musicante
2014 C conf
WETICE
Nadia Bennani, Khouloud Boukadi, Chirine Ghedira Guegan
2014 conf
IC
Nadia Bennani, Emmanuel Gaude, Elöd Egyed-Zsigmond, Philippe Lamarre
2014 conf
INFORSID
Nadia Bennani, Fabien Duchateau, Elöd Egyed-Zsigmond, Philippe Lamarre
2014 B conf
IWCMC
Merza Klaghstan, Nadia Bennani, David Coquil, Harald Kosch, Lionel Brunie
2014 J jnl
Multim. Tools Appl.
Vanessa El-Khoury, David Coquil, Nadia Bennani, Lionel Brunie
2014 conf
IEEE CLOUD
Nadia Bennani, Chirine Ghedira Guegan, Martin A. Musicante, Genoveva Vargas-Solar
2013 conf
BigData Congress
Omar Hasan, Benjamin Habegger, Lionel Brunie, Nadia Bennani, Ernesto Damiani
2013 B conf
PIMRC
Merza Klaghstan, David Coquil, Nadia Bennani, Harald Kosch, Lionel Brunie
2012 conf
SITIS
Romaric Tchokpon, Stelvio Cimato, Nadia Bennani
2012 J jnl
Inf. Resour. Manag. J.
Marco Viviani, Nadia Bennani, Elöd Egyed-Zsigmond
2012 conf
DEST
Marco Viviani, Lyes Limam, Nadia Bennani, David Coquil
2012 conf
WWW (Companion Volume)
Nadia Bennani, Max Chevalier, Elöd Egyed-Zsigmond, Gilles Hubert, Marco Viviani
2012 conf
COMPSAC Workshops
Romaric Tchokpon, Ernesto Damiani, Nadia Bennani
2012 conf
WISE Workshops
Fatma Ghachem, Nadia Bennani, Chirine Ghedira, Parisa Ghodous
2011 conf
NOTERE
Zeina Torbey, Nadia Bennani, Lionel Brunie, David Coquil
2011 conf
MOBILWARE
Zeina Torbey, Nadia Bennani, David Coquil, Lionel Brunie
2010 conf
OTM Conferences (2)
Fatiha Benali, Nadia Bennani, Gabriele Gianini, Stelvio Cimato
2010 B conf
Mobile Data Management
Zeina Torbey, Nadia Bennani, Lionel Brunie, David Coquil
2010 conf
COMPSAC Workshops
Nadia Bennani, Ernesto Damiani, Stelvio Cimato
2010 C conf
iiWAS
Vanessa El-Khoury, Nadia Bennani, David Coquil
2009 conf
DBKDA
Vanessa El-Khoury, Nadia Bennani, Aris M. Ouksel
2008 Misc conf
CISIS
Nadia Bennani, Julien Gossa, Ny Haingo Andrianarisoa
2005 J jnl
Int. J. Medical Informatics
Nathalie Bricon-Souf, Françoise Anceaux, Nadia Bennani, Eric Dufresne, Ludivine Watbled
2004 conf
MedInfo
Régis Beuscart, Nathalie Bricon-Souf, Jean-Marc Brunetaud, Ludivine Watbled, Omolade Alao, Nadia Bennani
2003 B conf
AINA
Marie Thilliez, Thierry Delot, Sylvain Lecomte, Nadia Bennani
2003 J jnl
Ingénierie des Systèmes d Inf.
Françoise Anceaux, Nadia Bennani, Nathalie Bricon-Souf, Ludivine Watbled, Marie-Catherine Beuscart-Zéphir, Sylvain Lecomte
2000 conf
ISMSE
Nadia Bennani
1994 conf
Applied Informatics
Nadia Bennani, Nathalie Devesa, Marie-Paule Lecouffe, Bernard Toursel
1993 C conf
PDP
Nadia Bennani, Nathalie Devesa, Marie-Paule Lecouffe, Bernard Toursel
tests/unit/test_apk_dataclasses.py
← Index tests/unit/test_apk_dataclasses.py python
"""
Unit tests for APK dataclasses in redb/models/dataclasses.py.
"""
import pytest
from dataclasses import asdict, fields

pytestmark = [pytest.mark.unit, pytest.mark.dataclass, pytest.mark.apk]


# ============================================================================
# APKFeatures
# ============================================================================

class TestAPKFeaturesDataclass:
    """Tests for APKFeatures dataclass."""

    def test_named_fields(self):
        from redb.models.dataclasses import APKFeatures

        f = APKFeatures(
            package_name="com.example.app",
            app_name="Example App",
            version_code=1,
            version_name="1.0.0",
        )
        assert f.package_name == "com.example.app"
        assert f.app_name == "Example App"
        assert f.version_code == 1
        assert f.version_name == "1.0.0"

    def test_all_fields_default_none_or_safe(self):
        from redb.models.dataclasses import APKFeatures

        f = APKFeatures()
        # Nullable fields default to None
        assert f.package_name is None
        assert f.app_name is None
        assert f.version_code is None
        assert f.version_name is None
        assert f.min_sdk_version is None
        assert f.target_sdk_version is None
        assert f.compile_sdk_version is None
        assert f.main_activity is None
        # Non-nullable fields have safe defaults
        assert f.is_debuggable is False
        assert f.allow_backup is True
        assert f.uses_cleartext_traffic is False
        assert f.supported_abis == []
        assert f.dex_count == 0
        assert f.total_dex_size == 0
        assert f.total_file_count == 0
        assert f.has_native_code is False
        assert f.has_assets is False
        assert f.uses_libraries == []
        assert f.earliest_content_modification is None
        assert f.latest_content_modification is None
        assert f.contains_embedded_apk is False

    def test_all_fields_populated(self):
        from redb.models.dataclasses import APKFeatures

        f = APKFeatures(
            package_name="com.malware.test",
            app_name="Malware",
            version_code=42,
            version_name="6.6.6",
            min_sdk_version=21,
            target_sdk_version=33,
            compile_sdk_version=33,
            main_activity="com.malware.test.MainActivity",
            is_debuggable=True,
            allow_backup=False,
            uses_cleartext_traffic=True,
            supported_abis=["armeabi-v7a", "arm64-v8a", "x86"],
            dex_count=3,
            total_dex_size=5000000,
            total_file_count=200,
            has_native_code=True,
            has_assets=True,
            uses_libraries=["com.google.android.maps"],
            earliest_content_modification="2024-01-01T00:00:00Z",
            latest_content_modification="2024-06-15T12:00:00Z",
            contains_embedded_apk=True,
        )
        assert f.is_debuggable is True
        assert f.dex_count == 3
        assert len(f.supported_abis) == 3
        assert f.contains_embedded_apk is True

    def test_asdict_roundtrip(self):
        from redb.models.dataclasses import APKFeatures

        f = APKFeatures(
            package_name="com.test",
            app_name="Test",
            version_code=1,
            version_name="1.0",
        )
        d = asdict(f)
        assert d["package_name"] == "com.test"
        assert d["is_debuggable"] is False
        assert d["supported_abis"] == []

    def test_partial_extraction(self):
        """Verify that APKFeatures can be created with only some fields populated,
        simulating a partial extraction where some fields failed."""
        from redb.models.dataclasses import APKFeatures

        f = APKFeatures(
            package_name="com.example.app",
            # app_name failed to extract — left as None
            version_code=10,
            # version_name failed to extract — left as None
            is_debuggable=True,
            dex_count=2,
        )
        assert f.package_name == "com.example.app"
        assert f.app_name is None
        assert f.version_code == 10
        assert f.version_name is None
        assert f.is_debuggable is True
        assert f.dex_count == 2


# ============================================================================
# APKManifestComponent
# ============================================================================

class TestAPKManifestComponentDataclass:

    def test_creation(self):
        from redb.models.dataclasses import APKManifestComponent

        c = APKManifestComponent(
            component_type="activity",
            class_name="com.example.MainActivity",
            is_exported=True,
            intent_actions=["android.intent.action.MAIN"],
            intent_categories=["android.intent.category.LAUNCHER"],
        )
        assert c.component_type == "activity"
        assert c.class_name == "com.example.MainActivity"
        assert c.is_exported is True
        assert len(c.intent_actions) == 1
        assert len(c.intent_categories) == 1

    def test_defaults(self):
        from redb.models.dataclasses import APKManifestComponent

        c = APKManifestComponent(
            component_type="service",
            class_name="com.example.MyService",
            is_exported=False,
        )
        assert c.intent_actions == []
        assert c.intent_categories == []


# ============================================================================
# APKManifest
# ============================================================================

class TestAPKManifestDataclass:

    def test_required_fields(self):
        from redb.models.dataclasses import APKManifest

        m = APKManifest(
            activity_count=5,
            service_count=2,
            receiver_count=3,
            provider_count=1,
        )
        assert m.activity_count == 5
        assert m.service_count == 2
        assert m.receiver_count == 3
        assert m.provider_count == 1

    def test_optional_list_defaults(self):
        from redb.models.dataclasses import APKManifest

        m = APKManifest(
            activity_count=0,
            service_count=0,
            receiver_count=0,
            provider_count=0,
        )
        assert m.activities == []
        assert m.services == []
        assert m.receivers == []
        assert m.providers == []
        assert m.exported_components == []
        assert m.intent_filters_by_action == []
        assert m.intent_filters_by_category == []
        assert m.uses_features == []
        assert m.meta_data is None
        assert m.manifest_xml is None

    def test_fully_populated(self):
        from redb.models.dataclasses import APKManifest

        m = APKManifest(
            activity_count=2,
            service_count=1,
            receiver_count=1,
            provider_count=0,
            activities=["MainActivity", "SettingsActivity"],
            services=["SyncService"],
            receivers=["BootReceiver"],
            providers=[],
            exported_components=["MainActivity", "BootReceiver"],
            intent_filters_by_action=["android.intent.action.MAIN"],
            uses_features=["android.hardware.camera"],
            manifest_xml="<manifest>...</manifest>",
        )
        assert len(m.activities) == 2
        assert len(m.exported_components) == 2
        assert m.manifest_xml is not None


# ============================================================================
# APKPermission / APKPermissions
# ============================================================================

class TestAPKPermissionDataclass:

    def test_creation(self):
        from redb.models.dataclasses import APKPermission

        p = APKPermission(
            permission_name="android.permission.CAMERA",
            protection_level="dangerous",
        )
        assert p.permission_name == "android.permission.CAMERA"
        assert p.protection_level == "dangerous"
        assert p.is_custom is False

    def test_custom_permission(self):
        from redb.models.dataclasses import APKPermission

        p = APKPermission(
            permission_name="com.example.CUSTOM_PERM",
            protection_level="signature",
            is_custom=True,
        )
        assert p.is_custom is True


class TestAPKPermissionsDataclass:

    def test_required_fields(self):
        from redb.models.dataclasses import APKPermissions

        p = APKPermissions(
            total_permission_count=10,
            dangerous_permission_count=3,
        )
        assert p.total_permission_count == 10
        assert p.dangerous_permission_count == 3

    def test_defaults(self):
        from redb.models.dataclasses import APKPermissions

        p = APKPermissions(
            total_permission_count=0,
            dangerous_permission_count=0,
        )
        assert p.permissions == []
        assert p.dangerous_permissions == []
        assert p.custom_permissions == []
        assert p.permission_details == []
        assert p.permhash is None

    def test_with_permission_details(self):
        from redb.models.dataclasses import APKPermission, APKPermissions

        details = [
            APKPermission("android.permission.INTERNET", "normal"),
            APKPermission("android.permission.CAMERA", "dangerous"),
        ]
        p = APKPermissions(
            total_permission_count=2,
            dangerous_permission_count=1,
            permissions=["android.permission.INTERNET", "android.permission.CAMERA"],
            dangerous_permissions=["android.permission.CAMERA"],
            permission_details=details,
            permhash="abc123def456",
        )
        assert len(p.permission_details) == 2
        assert p.permhash == "abc123def456"


# ============================================================================
# APKCertificate / APKCodeSigningInfo
# ============================================================================

class TestAPKCertificateDataclass:

    def test_required_fields(self):
        from redb.models.dataclasses import APKCertificate

        c = APKCertificate(
            subject="CN=Android Debug",
            issuer="CN=Android Debug",
            serial_number="1234567890",
            valid_from="2024-01-01",
            valid_to="2054-01-01",
            thumbprint_sha1="aabbccdd" * 5,
            thumbprint_sha256="aabbccdd" * 8,
        )
        assert c.subject == "CN=Android Debug"
        assert c.issuer == "CN=Android Debug"
        assert c.is_self_signed is False

    def test_optional_fields(self):
        from redb.models.dataclasses import APKCertificate

        c = APKCertificate(
            subject="CN=Test",
            issuer="CN=CA",
            serial_number="1",
            valid_from="2024-01-01",
            valid_to="2025-01-01",
            thumbprint_sha1="aa" * 20,
            thumbprint_sha256="bb" * 32,
            algorithm="SHA256withRSA",
            key_size=2048,
            is_self_signed=True,
        )
        assert c.algorithm == "SHA256withRSA"
        assert c.key_size == 2048
        assert c.is_self_signed is True


class TestAPKCodeSigningInfoDataclass:

    def test_required_fields(self):
        from redb.models.dataclasses import APKCodeSigningInfo

        info = APKCodeSigningInfo(
            _id="abcdef1234567890" * 4,
            is_signed=True,
        )
        assert info.is_signed is True
        assert info.signature_scheme_versions == []
        assert info.number_of_certificates == 0
        assert info.x509_certificates is None
        assert info.apk_signer_subject is None
        assert info.apk_signer_issuer is None

    def test_fully_populated(self):
        from redb.models.dataclasses import APKCertificate, APKCodeSigningInfo

        cert = APKCertificate(
            subject="CN=Test",
            issuer="CN=Test",
            serial_number="1",
            valid_from="2024-01-01",
            valid_to="2025-01-01",
            thumbprint_sha1="aa" * 20,
            thumbprint_sha256="bb" * 32,
        )
        info = APKCodeSigningInfo(
            _id="cc" * 32,
            is_signed=True,
            signature_scheme_versions=[1, 2, 3],
            number_of_certificates=1,
            x509_certificates=[cert],
            apk_signer_subject="CN=Test",
            apk_signer_issuer="CN=Test",
        )
        assert len(info.signature_scheme_versions) == 3
        assert info.number_of_certificates == 1
        assert len(info.x509_certificates) == 1


# ============================================================================
# APKDexFile
# ============================================================================

class TestAPKDexFileDataclass:

    def test_required_fields(self):
        from redb.models.dataclasses import APKDexFile

        d = APKDexFile(
            filename="classes.dex",
            sha256="aa" * 32,
            class_count=100,
            method_count=500,
            string_count=1000,
        )
        assert d.filename == "classes.dex"
        assert d.class_count == 100
        assert d.method_count == 500
        assert d.string_count == 1000

    def test_optional_fields_defaults(self):
        from redb.models.dataclasses import APKDexFile

        d = APKDexFile(
            filename="classes2.dex",
            sha256="bb" * 32,
            class_count=0,
            method_count=0,
            string_count=0,
        )
        assert d.tlsh is None
        assert d.top_packages is None
        assert d.api_usage is None
        assert d.obfuscation_indicators is None

    def test_tlsh_populated(self):
        from redb.models.dataclasses import APKDexFile

        tlsh_value = "T1" + "A" * 68
        d = APKDexFile(
            filename="classes.dex",
            sha256="aa" * 32,
            class_count=100,
            method_count=500,
            string_count=1000,
            tlsh=tlsh_value,
        )
        assert d.tlsh == tlsh_value

    def test_with_api_usage(self):
        from redb.models.dataclasses import APKDexFile

        d = APKDexFile(
            filename="classes.dex",
            sha256="cc" * 32,
            class_count=50,
            method_count=200,
            string_count=300,
            top_packages=[{"name": "com.example", "class_count": 30}],
            api_usage={
                "crypto": ["Ljavax/crypto/Cipher;->getInstance"],
                "reflection": ["Ljava/lang/Class;->forName"],
            },
            obfuscation_indicators={"short_class_names_ratio": 0.8, "single_char_methods_ratio": 0.5},
        )
        assert len(d.api_usage) == 2
        assert d.obfuscation_indicators["short_class_names_ratio"] == 0.8


# ============================================================================
# APKResource
# ============================================================================

class TestAPKResourceDataclass:

    def test_creation(self):
        from redb.models.dataclasses import APKResource

        r = APKResource(
            path="res/drawable/icon.png",
            size=1024,
            sha256="dd" * 32,
            filetype_magika="png",
        )
        assert r.path == "res/drawable/icon.png"
        assert r.size == 1024
        assert r.is_suspicious is False

    def test_suspicious_resource(self):
        from redb.models.dataclasses import APKResource

        r = APKResource(
            path="assets/payload.dex",
            size=50000,
            sha256="ee" * 32,
            filetype_magika="dex",
            is_suspicious=True,
        )
        assert r.is_suspicious is True


# ============================================================================
# APKNativeLib
# ============================================================================

class TestAPKNativeLibDataclass:

    def test_creation(self):
        from redb.models.dataclasses import APKNativeLib

        lib = APKNativeLib(
            abi="arm64-v8a",
            filename="libnative.so",
            size=200000,
            sha256="ff" * 32,
        )
        assert lib.abi == "arm64-v8a"
        assert lib.filename == "libnative.so"
        assert lib.is_known_packer is False

    def test_known_packer(self):
        from redb.models.dataclasses import APKNativeLib

        lib = APKNativeLib(
            abi="armeabi-v7a",
            filename="libjiagu.so",
            size=100000,
            sha256="aa" * 32,
            is_known_packer=True,
        )
        assert lib.is_known_packer is True


# ============================================================================
# APKInconsistencyTests
# ============================================================================

class TestAPKInconsistencyTestsDataclass:

    def test_all_defaults_none(self):
        from redb.models.dataclasses import APKInconsistencyTests

        t = APKInconsistencyTests()
        assert t.test_zip_bomb is None
        assert t.test_zip_duplicate_entries is None
        assert t.test_zip_path_traversal is None
        assert t.test_zip_suspicious_timestamps is None
        assert t.test_hidden_dex_files is None
        assert t.test_manifest_component_mismatch is None
        assert t.test_debuggable_release is None
        assert t.test_emulator_detection_strings is None
        assert t.test_debugger_detection is None
        assert t.test_root_detection is None

    def test_all_fields_populated(self):
        from redb.models.dataclasses import APKInconsistencyTests

        t = APKInconsistencyTests(
            test_zip_bomb=True,
            test_zip_duplicate_entries=False,
            test_zip_path_traversal=True,
            test_zip_suspicious_timestamps=False,
            test_hidden_dex_files=True,
            test_manifest_component_mismatch=False,
            test_debuggable_release=True,
            test_emulator_detection_strings=True,
            test_debugger_detection=False,
            test_root_detection=True,
        )
        assert t.test_zip_bomb is True
        assert t.test_debuggable_release is True
        # Count true values
        d = asdict(t)
        true_count = sum(1 for v in d.values() if v is True)
        assert true_count == 6

    def test_field_count(self):
        from redb.models.dataclasses import APKInconsistencyTests

        # Exactly 10 inconsistency tests per PDD specification
        assert len(fields(APKInconsistencyTests)) == 10


# ============================================================================
# Hashes dataclass — APK permhash field
# ============================================================================

class TestHashesAPKField:

    def test_permhash_default_none(self):
        from redb.models.dataclasses import Hashes

        h = Hashes(md5="a", sha1="b", sha256="c", ssdeep_hash="d", tlsh_hash="e")
        assert h.permhash is None

    def test_permhash_populated(self):
        from redb.models.dataclasses import Hashes

        h = Hashes(
            md5="a", sha1="b", sha256="c", ssdeep_hash="d", tlsh_hash="e",
            permhash="abc123" * 10 + "abcd",
        )
        assert h.permhash is not None
        assert len(h.permhash) == 64


# ============================================================================
# Tag enum — APK entries
# ============================================================================

class TestAPKTagEnum:

    def test_all_apk_tags_exist(self):
        from redb.extractors.enum import Tag

        expected_tags = [
            "APK_FEATURES", "APK_MANIFEST", "APK_PERMISSIONS", "APK_SIGNATURE",
            "APK_DEX", "APK_RESOURCES", "APK_NATIVE_LIBS", "APK_INCONSISTENCY_TESTS",
        ]
        for name in expected_tags:
            assert hasattr(Tag, name), f"Tag.{name} missing"

    def test_apk_tag_values(self):
        from redb.extractors.enum import Tag

        assert Tag.APK_FEATURES.value == "apk_features"
        assert Tag.APK_MANIFEST.value == "apk_manifest"
        assert Tag.APK_PERMISSIONS.value == "apk_permissions"
        assert Tag.APK_SIGNATURE.value == "apk_signature"
        assert Tag.APK_DEX.value == "apk_dex"
        assert Tag.APK_RESOURCES.value == "apk_resources"
        assert Tag.APK_NATIVE_LIBS.value == "apk_native_libs"
        assert Tag.APK_INCONSISTENCY_TESTS.value == "apk_inconsistency_tests"