Isabelle Bichindaritz

89 papers A* 7A 1B 3C 12Misc 13Journal 23Unranked 23
YearRankTypeTitle / Venue / Authors
2025 C conf
ICCBR
Isabelle Bichindaritz, Landon Berrios, Mayur Desai
2025 C ed.
ICCBR
Isabelle Bichindaritz, Beatriz López
2023 J jnl
Expert Syst. Appl.
María-Eugenia Pérez-Pons, Javier Parra-Domínguez, Guillermo Hernández, Isabelle Bichindaritz, Juan M. Corchado
2023 C conf
ICCBR
Isabelle Bichindaritz, Guanghui Liu
2022 Misc conf
FLAIRS
Isabelle Bichindaritz, Guanghui Liu
2021 J jnl
Bioinform.
Isabelle Bichindaritz, Guanghui Liu, Christopher L. Bartlett
2021 Misc conf
FLAIRS
Isabelle Bichindaritz, Christopher L. Bartlett, Guanghui Liu
2020 J jnl
IEEE ACM Trans. Comput. Biol. Bioinform.
Guang-Hui Liu, Bei-Wei Zhang, Gang Qian, Bin Wang, Bo Mao, Isabelle Bichindaritz
2020 Misc conf
FLAIRS
Christopher L. Bartlett, Guanghui Liu, Isabelle Bichindaritz
2020 C conf
ICCBR
Christopher L. Bartlett, Guanghui Liu, Isabelle Bichindaritz
2020 A* conf
ICDM
Isabelle Bichindaritz, Guanghui Liu, Christopher L. Bartlett
2020 Misc conf
FLAIRS
Isabelle Bichindaritz, Guanghui Liu, Christopher L. Bartlett
2019 ed.
AIH@IJCAI (Revised Selected Papers)
Fernando Koch, Andrew Koster, David Riaño, Sara Montagna, Michael Schumacher, Annette ten Teije, Christian Guttmann, Manfred Reichert, Isabelle Bichindaritz, Pau Herrero, Richard Lenz, Beatriz López, Cindy Marling, Clare Martin, Stefania Montani, Nirmalie Wiratunga
2019 conf
ICCBR Workshops
Christopher L. Bartlett, Isabelle Bichindaritz
2019 B conf
AIME
Christopher L. Bartlett, Stephen J. Glatt, Isabelle Bichindaritz
2019 conf
ICCBR Workshops
Isabelle Bichindaritz, Stefania Montani
2018 Misc conf
FLAIRS
Isabelle Bichindaritz, Charles Englebert, Angelina Regua, Leszek Kotula
2018 Misc conf
AMIA
Cassie Breen, Isabelle Bichindaritz, Sarah K. Colletta, Orion Roeder
2018 ed.
AIH@IJCAI
Isabelle Bichindaritz, Christian Guttmann, Pau Herrero, Fernando Koch, Andrew Koster, Richard Lenz, Beatriz López Ibáñez, Cindy Marling, Clare Martin, Sara Montagna, Stefania Montani, Manfred Reichert, David Riaño, Michael Ignaz Schumacher, Annette ten Teije, Nirmalie Wiratunga
2018 C conf
ICCBR
Isabelle Bichindaritz
2018 Misc conf
AMIA
Joseph Miles, Daniel Szakielo, Angela Kiddle, Isabelle Bichindaritz
2017 conf
BAI@IJCAI
Isabelle Bichindaritz, Thomas Quinn
2017 Misc conf
FLAIRS
Isabelle Bichindaritz, Cindy Marling, Stefania Montani
2017 conf
CLBib@ISSI
Dongxiao Gu, Bo Liu, Isabelle Bichindaritz, Changyong Liang
2017 C conf
ICCBR
Dongxiao Gu, Jingjing Li, Isabelle Bichindaritz, Shuyuan Deng, Changyong Liang
2015 conf
ICCBR (Workshops)
Isabelle Bichindaritz
2015 conf
IEEE BigData
N. Keshan, P. V. Parimi, Isabelle Bichindaritz
2014 conf
InMed
Isabelle Bichindaritz
2014 Misc conf
AMIA
Jason A. Chase, Isabelle Bichindaritz
2014 J jnl
Expert Syst. Appl.
Isabelle Bichindaritz, Cindy Marling, Stefania Montani
2014 J jnl
Expert Syst. Appl.
Cindy Marling, Stefania Montani, Isabelle Bichindaritz, Peter Funk
2012 J jnl
Knowl. Based Syst.
Dongxiao Gu, Chang-yong Liang, Isabelle Bichindaritz, Chun-rong Zuo, Jun Wang
2012 ed.
ICDM (Workshops)
Isabelle Bichindaritz, Petra Perner, Georg Ruß, Rainer Schmidt
2012 conf
ICDM (Workshops)
Isabelle Bichindaritz
2012 J jnl
Expert Syst. Appl.
Chang-yong Liang, Dongxiao Gu, Isabelle Bichindaritz, Xingguo Li, Chun-rong Zuo, Wenen Cheng
2012 J jnl
AI Mag.
Isabelle Bichindaritz, Stefania Montani
2012 A* conf
ICDM
Isabelle Bichindaritz
2011 conf
ICEIS (2)
Dongxiao Gu, Chang-yong Liang, Chun-rong Zuo, Isabelle Bichindaritz, Jun Wang, Wen-en Chen
2011 J jnl
Artif. Intell. Medicine
Isabelle Bichindaritz, Stefania Montani
2011 C conf
ICCBR
Isabelle Bichindaritz
2011 J jnl
Trans. Case Based Reason.
Isabelle Bichindaritz
2011 A* conf
ICDM
Isabelle Bichindaritz
2010 A* conf
ICDM
Isabelle Bichindaritz
2010 C conf
ICCBR
Isabelle Bichindaritz, Amalia Annest
2010 C ed.
ICCBR
Isabelle Bichindaritz, Stefania Montani
2009 J jnl
Eng. Appl. Artif. Intell.
Gowri Allampalli-Nagaraj, Isabelle Bichindaritz
2009 J jnl
Comput. Intell.
Isabelle Bichindaritz, Stefania Montani
2009 Misc conf
FLAIRS
Isabelle Bichindaritz, John C. Reed Jr.
2009 J jnl
Comput. Intell.
Isabelle Bichindaritz
2009 J jnl
Künstliche Intell.
Isabelle Bichindaritz
2008 ed.
ICDM (Posters and Workshops)
Isabelle Bichindaritz, Petra Perner, Linda G. Shapiro
2008 conf
ECCBR
Isabelle Bichindaritz
2008 conf
ECCBR Workshops
John C. Reed Jr., Isabelle Bichindaritz
2008 conf
ICDM (Posters and Workshops)
John C. Reed Jr., Isabelle Bichindaritz
2008 ch.
Case-Based Reasoning on Images and Signals
Isabelle Bichindaritz
2008 conf
ECCBR Workshops
Isabelle Bichindaritz, Stefania Montani
2008 J jnl
Appl. Intell.
Isabelle Bichindaritz
2008 J jnl
Appl. Intell.
Isabelle Bichindaritz, Stefania Montani, Luigi Portinale
2007 ed.
ICDM (Posters and Workshops)
Isabelle Bichindaritz, Petra Perner
2007 conf
ICDM (Posters and Workshops)
Rathnavel Rajagopal, Isabelle Bichindaritz
2007 C conf
ICCBR
Isabelle Bichindaritz
2007 conf
ICDM (Posters and Workshops)
Gowri Allampalli-Nagaraj, Isabelle Bichindaritz
2007 A* conf
ICDM
Isabelle Bichindaritz
2006 ed.
ICDM (Workshops)
Petra Perner, Ovidio Salvetti, Isabelle Bichindaritz
2006 conf
ICDM (Workshops)
Isabelle Bichindaritz
2006 J jnl
Artif. Intell. Medicine
Isabelle Bichindaritz
2006 J jnl
Artif. Intell. Medicine
Isabelle Bichindaritz, Cindy Marling
2006 J jnl
Eng. Appl. Artif. Intell.
Isabelle Bichindaritz, Sarada Akkineni
2006 J jnl
Comput. Intell.
Isabelle Bichindaritz, Cindy Marling
2006 J jnl
Comput. Intell.
Isabelle Bichindaritz
2006 J jnl
Artif. Intell. Medicine
Isabelle Bichindaritz
2006 A* conf
ICDM
Isabelle Bichindaritz
2005 conf
MLDM
Isabelle Bichindaritz, Sarada Akkineni
2005 J jnl
Knowl. Eng. Rev.
Alec Holt, Isabelle Bichindaritz, Rainer Schmidt, Petra Perner
2005 conf
ICCBR Workshops
Isabelle Bichindaritz
2004 A* conf
ICDM
Isabelle Bichindaritz, Stephen Potter
2004 conf
ECCBR
Isabelle Bichindaritz
2003 B conf
AIME
Isabelle Bichindaritz, Carol Moinpour, Emin Kansu, Gary Donaldson, Nigel Bush, Keith M. Sullivan
2002 conf
ECCBR Workshops
Isabelle Bichindaritz, Keith M. Sullivan
1999 Misc conf
AMIA
Isabelle Bichindaritz, Muriel F. Siadak, Jane Jocom, Carol Moinpour, Gary Donaldson, Nigel Bush, Michael K. Chapko, Keith M. Sullivan
1998 Misc conf
AMIA
Isabelle Bichindaritz, Muriel F. Siadak, Jane Jocom, Carol Moinpour, Emin Kansu, Gary Donaldson, Nigel Bush, Michael K. Chapko, Jeffrey M. Bradshaw, Keith M. Sullivan
1998 conf
EWCBR
Isabelle Bichindaritz, Emin Kansu, Keith M. Sullivan
1997 Misc conf
AMIA
Isabelle Bichindaritz, Jeffrey M. Bradshaw, Keith M. Sullivan
1996 C conf
TIME
Isabelle Bichindaritz, E. Conlon
1995 C conf
ICCBR
Isabelle Bichindaritz
1995 conf
SCAI
Isabelle Bichindaritz
1995 B conf
AIME
Isabelle Bichindaritz
1995 conf
UK Workshop on Case-Based Reasoning
Isabelle Bichindaritz
1994 A conf
ECAI
Isabelle Bichindaritz
tests/unit/test_dataclasses.py
← Index tests/unit/test_dataclasses.py python
"""
Unit tests for redb.models.dataclasses.

These tests verify construction, field defaults, and type expectations for
every dataclass in the module (excluding Mach-O dataclasses, which are
covered by test_macho_dataclasses.py).
"""
import pytest
from dataclasses import asdict, fields

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


# ============================================================================
# Hash / Hashes
# ============================================================================

class TestHashDataclass:
    """Tests for the Hash dataclass."""

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

        h = Hash(
            md5="d41d8cd98f00b204e9800998ecf8427e",
            sha1="da39a3ee5e6b4b0d3255bfef95601890afd80709",
            sha256="e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
        )
        assert h.md5 == "d41d8cd98f00b204e9800998ecf8427e"
        assert h.sha1 == "da39a3ee5e6b4b0d3255bfef95601890afd80709"
        assert h.sha256 == "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"

    def test_asdict(self):
        from redb.models.dataclasses import Hash

        h = Hash(md5="a", sha1="b", sha256="c")
        d = asdict(h)
        assert d == {"md5": "a", "sha1": "b", "sha256": "c"}


class TestHashesDataclass:
    """Tests for the Hashes dataclass."""

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

        h = Hashes(
            md5="md5val",
            sha1="sha1val",
            sha256="sha256val",
            ssdeep_hash="ssdeep",
            tlsh_hash="tlsh",
        )
        assert h.md5 == "md5val"
        assert h.ssdeep_hash == "ssdeep"

    def test_optional_pe_fields_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.authentihash is None
        assert h.imphash is None
        assert h.richhash is None
        assert h.richpe_hash is None
        assert h.richpv_hash is None
        assert h.richpv_hash_sorted is None
        assert h.typerefhash is None
        assert h.impfuzzy is None

    def test_optional_elf_fields_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.import_hash is None
        assert h.export_hash is None
        assert h.section_hash is None
        assert h.symbol_hash is None
        assert h.dynamic_hash is None

    def test_optional_macho_fields_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.macho_dylib_hash is None
        assert h.macho_import_hash is None
        assert h.macho_export_hash is None
        assert h.macho_entitlement_hash is None
        assert h.macho_symhash is None

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

        h = Hashes(
            md5="a", sha1="b", sha256="c", ssdeep_hash="d", tlsh_hash="e",
            macho_dylib_hash="dylib_h",
            macho_import_hash="import_h",
            macho_export_hash="export_h",
            macho_entitlement_hash="ent_h",
            macho_symhash="sym_h",
        )
        assert h.macho_dylib_hash == "dylib_h"
        assert h.macho_import_hash == "import_h"
        assert h.macho_export_hash == "export_h"
        assert h.macho_entitlement_hash == "ent_h"
        assert h.macho_symhash == "sym_h"


# ============================================================================
# BasicProperties
# ============================================================================

class TestBasicPropertiesDataclass:
    """Tests for the BasicProperties dataclass."""

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

        bp = BasicProperties(
            filename="test.exe",
            sample_name="test.exe",
            filesize=1024,
            filetype="PE32",
            filetype_mime="application/x-dosexec",
            filetype_magika="pebin",
            file_entropy=6.5,
        )
        assert bp.filename == "test.exe"
        assert bp.filesize == 1024
        assert bp.file_entropy == 6.5

    def test_optional_fields_default_none(self):
        from redb.models.dataclasses import BasicProperties

        bp = BasicProperties(
            filename="x", sample_name="x", filesize=0,
            filetype="t", filetype_mime="m", filetype_magika="k", file_entropy=0.0,
        )
        assert bp.is_packed is None
        assert bp.is_fat is None
        assert bp.child_sha256 is None
        assert bp.child_architecture is None
        assert bp.child_filetype is None

    def test_fat_fields(self):
        from redb.models.dataclasses import BasicProperties

        bp = BasicProperties(
            filename="universal.app",
            sample_name="universal.app",
            filesize=2048,
            filetype="Mach-O universal",
            filetype_mime="application/x-mach-binary",
            filetype_magika="macho",
            file_entropy=7.2,
            is_fat=True,
            child_sha256=["hash1", "hash2"],
            child_architecture=["x86_64", "arm64"],
            child_filetype=["macho", "macho"],
        )
        assert bp.is_fat is True
        assert len(bp.child_sha256) == 2
        assert bp.child_architecture == ["x86_64", "arm64"]

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

        bp = BasicProperties(
            filename="f", sample_name="s", filesize=10,
            filetype="t", filetype_mime="m", filetype_magika="k", file_entropy=1.0,
        )
        d = asdict(bp)
        assert d["filename"] == "f"
        assert d["is_fat"] is None


# ============================================================================
# DIEinfo / CAPA
# ============================================================================

class TestDIEinfoDataclass:
    def test_creation(self):
        from redb.models.dataclasses import DIEinfo

        d = DIEinfo(die_full_dump="dump_text")
        assert d.die_full_dump == "dump_text"
        assert d.die_info == {}

    def test_with_info(self):
        from redb.models.dataclasses import DIEinfo

        d = DIEinfo(die_full_dump="x", die_info={"packer": "UPX"})
        assert d.die_info["packer"] == "UPX"


class TestCAPADataclass:
    def test_creation(self):
        from redb.models.dataclasses import CAPA

        c = CAPA(
            capa_dump="dump",
            capabilities=["cap1"],
            namespaces=["ns1"],
            attack_dump="attack",
            tactics=["TA0001"],
            techniques=["T1059"],
            techniques_id=["T1059.001"],
            mbc_dump="mbc",
            mbc_objectives=["obj1"],
            mbc_behaviors=["beh1"],
            mbc_behaviors_id=["B0001"],
        )
        assert c.capa_dump == "dump"
        assert "cap1" in c.capabilities
        assert "TA0001" in c.tactics


# ============================================================================
# Malcontent
# ============================================================================

class TestMalcontentDataclass:
    def test_creation(self):
        from redb.models.dataclasses import Malcontent

        m = Malcontent(
            malcontent_dump='{"RiskScore": 2}',
            version="malcontent v1.0.0",
            risk_score=2,
            risk_level="MEDIUM"
        )
        assert m.malcontent_dump == '{"RiskScore": 2}'
        assert m.version == "malcontent v1.0.0"
        assert m.risk_score == 2
        assert m.risk_level == "MEDIUM"

    def test_with_json_content(self):
        from redb.models.dataclasses import Malcontent
        import json

        # Now stores unwrapped content (without Files/<path> wrapper)
        file_content = {
            "RiskScore": 3,
            "RiskLevel": "HIGH",
            "IsMalcontent": True,
            "Behaviors": [
                {"RuleName": "exec/shell", "RiskLevel": "HIGH", "Description": "executes shell commands"}
            ]
        }
        m = Malcontent(
            malcontent_dump=json.dumps(file_content),
            version="v0.5.0",
            risk_score=3,
            risk_level="HIGH"
        )
        parsed = json.loads(m.malcontent_dump)
        assert parsed["RiskLevel"] == "HIGH"
        assert parsed["Behaviors"][0]["RuleName"] == "exec/shell"

    def test_asdict(self):
        from redb.models.dataclasses import Malcontent
        from dataclasses import asdict

        m = Malcontent(malcontent_dump="{}", version="v1", risk_score=0, risk_level="")
        d = asdict(m)
        assert d == {"malcontent_dump": "{}", "version": "v1", "risk_score": 0, "risk_level": ""}


# ============================================================================
# String
# ============================================================================

class TestStringDataclass:
    def test_creation(self):
        from redb.models.dataclasses import String

        s = String(string="hello", string_length=5, string_entropy=2.3, string_frequency=10)
        assert s.string == "hello"
        assert s.md5 == []
        assert s.sha1 == []
        assert s.sha256 == []

    def test_with_hashes(self):
        from redb.models.dataclasses import String

        s = String(
            string="test", string_length=4, string_entropy=2.0, string_frequency=1,
            md5=["abc"], sha256=["def"],
        )
        assert s.md5 == ["abc"]
        assert s.sha256 == ["def"]


# ============================================================================
# PE Dataclasses
# ============================================================================

class TestPEDataclass:
    def test_required_fields(self):
        from redb.models.dataclasses import PE

        pe = PE(
            dos_header="dos", nt_header="nt", optional_header="opt",
            file_header="fh", magic="0x10b", entry_point="0x1000",
            major_linker_version=14, minor_linker_version=0,
            target_machine="I386", architecture="x86",
            compilation_time=1609459200, compilation_time_utc="2021-01-01T00:00:00",
            is_dotnet=False, is_signed=False, has_overlay=False,
            number_of_sections=4, number_of_imports=10,
            number_of_exports=0, number_of_resources=2,
            type="EXE",
        )
        assert pe.architecture == "x86"
        assert pe.type == "EXE"

    def test_optional_fields_default_none(self):
        from redb.models.dataclasses import PE

        pe = PE(
            dos_header="d", nt_header="n", optional_header="o",
            file_header="f", magic="m", entry_point="e",
            major_linker_version=0, minor_linker_version=0,
            target_machine="t", architecture="a",
            compilation_time=0, compilation_time_utc="",
            is_dotnet=False, is_signed=False, has_overlay=False,
            number_of_sections=0, number_of_imports=0,
            number_of_exports=0, number_of_resources=0,
            type="DLL",
        )
        assert pe.dbg_struct is None
        assert pe.tls_struct is None
        assert pe.rich_header_dump is None
        assert pe.version_info is None


class TestPEImportDataclass:
    def test_creation(self):
        from redb.models.dataclasses import PEImport

        pi = PEImport(pe_imports_total=5)
        assert pi.pe_imports_total == 5
        assert pi.pe_import_libraryName is None
        assert pi.pe_import_functions is None


class TestPESectionDataclass:
    def test_creation(self):
        from redb.models.dataclasses import PESection

        ps = PESection(
            _id="sec_id", section_entropy=6.5, section_sha256="sha",
            section_md5="md5", section_name=".text", section_name_b64=".text",
            section_pointer_to_raw_data="0x400",
            section_size=4096, section_v_addr="0x1000",
            section_v_addr_hex="0x1000", section_v_size=8192,
        )
        assert ps.section_name == ".text"
        assert ps.section_entropy == 6.5


class TestPEResourceDataclass:
    def test_creation(self):
        from redb.models.dataclasses import PEResource

        pr = PEResource(
            _id="res_id", resource_type="RT_ICON", resource_entropy=3.5,
            resource_sha256="sha", resource_filetype="image/png",
            resource_magika="png", resource_language="LANG_ENGLISH",
            resource_sub_lang="SUBLANG_DEFAULT",
            resource_rva="0x2000", resource_size=1024,
        )
        assert pr.resource_type == "RT_ICON"


class TestPEOverlayDataclass:
    def test_creation(self):
        from redb.models.dataclasses import PEOverlay

        po = PEOverlay(
            _id="ovl_id", overlay_size=512, overlay_entropy=7.9,
            overlay_offset="0x5000", overlay_mimetype="application/octet-stream",
            overlay_type="data", overlay_magika="unknown",
            overlay_sha256="sha", overlay_sha1="sha1", overlay_md5="md5",
        )
        assert po.overlay_size == 512


class TestPESignerDataclass:
    def test_creation(self):
        from redb.models.dataclasses import PESigner

        ps = PESigner(
            signer_serial_number="01", signer_subject="CN=Test",
            signer_issuer="CN=CA", signer_valid_from="2021-01-01",
            signer_valid_to="2025-01-01", signer_thumbprint="aabb",
            signer_algorithm="sha256WithRSAEncryption",
        )
        assert ps.signer_subject == "CN=Test"


class TestPECertificateDataclass:
    def test_creation(self):
        from redb.models.dataclasses import PECertificate

        pc = PECertificate(
            certificate_serial_number="02", certificate_subject="CN=Cert",
            certificate_issuer="CN=CA", certificate_valid_from="2021-01-01",
            certificate_valid_to="2025-01-01", certificate_thumbprint="ccdd",
            certificate_algorithm="sha256",
        )
        assert pc.certificate_serial_number == "02"


class TestPECodeSigningInfoDataclass:
    def test_creation(self):
        from redb.models.dataclasses import PECodeSigningInfo

        cs = PECodeSigningInfo(
            _id="cs_id", signature_verified=True, number_of_certificates=2,
        )
        assert cs.signature_verified is True
        assert cs.x509_certificates is None

    def test_with_certificates(self):
        from redb.models.dataclasses import PECodeSigningInfo

        cs = PECodeSigningInfo(
            _id="cs_id", signature_verified=False, number_of_certificates=0,
            x509_certificates=[{"cn": "test"}],
        )
        assert len(cs.x509_certificates) == 1


class TestPEExtraFindingDataclass:
    def test_creation(self):
        from redb.models.dataclasses import PEExtraFinding

        ef = PEExtraFinding(context="anomaly_detection")
        assert ef.context == "anomaly_detection"
        assert ef.finding is None


class TestPEDotNetDataclass:
    def test_creation(self):
        from redb.models.dataclasses import PEDotNet

        dn = PEDotNet()
        assert dn.dotnet == {}

    def test_with_data(self):
        from redb.models.dataclasses import PEDotNet

        dn = PEDotNet(dotnet={"runtime": "v4.0.30319"})
        assert dn.dotnet["runtime"] == "v4.0.30319"


class TestDotNetInconsistencyTestsDataclass:
    def test_creation(self):
        from redb.models.dataclasses import DotNetInconsistencyTests

        it = DotNetInconsistencyTests(
            test_dotnet_data_dir_hidden=False,
            test_dotnet_fake_types=True,
            test_dotnet_extra_data=None,
            test_dotnet_invalid_type_ref=False,
            test_dotnet_fake_datastreams=False,
            test_dotnet_extra_module_table=None,
            test_dotnet_extra_assembly_table=False,
            test_dotnet_invalid_strings_stream=False,
            test_dotnet_streams_mixed_case=True,
            test_dotnet_method_def_invalid_table=False,
            test_dotnet_max_len_exceeding_strings=False,
        )
        assert it.test_dotnet_fake_types is True
        assert it.test_dotnet_extra_data is None


class TestPEInconsistencyTestsDataclass:
    def test_creation(self):
        from redb.models.dataclasses import PEInconsistencyTests

        it = PEInconsistencyTests(
            test_rich_header_checksum=True,
            test_rich_header_duplicate=False,
            test_rich_header_linker=None,
            test_rich_header_import_count=True,
        )
        assert it.test_rich_header_checksum is True
        assert it.test_rich_header_linker is None


# ============================================================================
# YARA Dataclasses
# ============================================================================

class TestYaraRuleDataclass:
    def test_creation(self):
        from redb.models.dataclasses import YaraRule

        yr = YaraRule(
            rule_name="test_rule",
            rule_tags=["malware", "trojan"],
            rule_meta={"author": "test", "description": "A test rule"},
        )
        assert yr.rule_name == "test_rule"
        assert "malware" in yr.rule_tags


class TestYaraMatchDataclass:
    def test_creation(self):
        from redb.models.dataclasses import YaraMatch

        ym = YaraMatch(rule_name="test_rule", match_strings=["$s1", "$s2"])
        assert ym.rule_name == "test_rule"
        assert len(ym.match_strings) == 2


# ============================================================================
# ELF Dataclasses
# ============================================================================

class TestELFFeaturesDataclass:
    def test_creation(self):
        from redb.models.dataclasses import ELFFeatures

        ef = ELFFeatures(
            ei_class=2, ei_data=1, ei_version=1, ei_osabi=0, ei_abiversion=0,
            e_type=2, e_machine=62, e_version=1, e_entry=0x400000, e_flags=0,
            ei_class_str="ELFCLASS64", ei_data_str="ELFDATA2LSB",
            ei_osabi_str="ELFOSABI_SYSV", e_type_str="ET_EXEC",
            e_machine_str="EM_X86_64",
            is_64bit=1, is_stripped=0, is_pie=0, has_canary=1, has_nx=1,
            has_relro=1, has_fortify=0,
            number_of_segments=9, number_of_sections=31,
            number_of_symbols=100, number_of_dynamic_symbols=50,
            number_of_relocations=25, number_of_dependencies=5,
            gnu_hash_present=1, has_debug_info=0,
        )
        assert ef.ei_class == 2
        assert ef.e_machine_str == "EM_X86_64"
        assert ef.build_id is None

    def test_with_build_id(self):
        from redb.models.dataclasses import ELFFeatures

        ef = ELFFeatures(
            ei_class=2, ei_data=1, ei_version=1, ei_osabi=0, ei_abiversion=0,
            e_type=3, e_machine=62, e_version=1, e_entry=0, e_flags=0,
            ei_class_str="64", ei_data_str="LE", ei_osabi_str="SYSV",
            e_type_str="DYN", e_machine_str="X86_64",
            is_64bit=1, is_stripped=1, is_pie=1, has_canary=0, has_nx=1,
            has_relro=1, has_fortify=0,
            number_of_segments=8, number_of_sections=28,
            number_of_symbols=0, number_of_dynamic_symbols=30,
            number_of_relocations=10, number_of_dependencies=3,
            gnu_hash_present=1, has_debug_info=0,
            build_id="abc123def456",
        )
        assert ef.build_id == "abc123def456"


class TestELFDependencyDataclass:
    def test_creation(self):
        from redb.models.dataclasses import ELFDependency

        dep = ELFDependency(
            dependency_name="libc.so.6",
            dependency_type=1,
            dependency_type_str="NEEDED",
        )
        assert dep.dependency_name == "libc.so.6"


class TestELFImportDataclass:
    def test_creation(self):
        from redb.models.dataclasses import ELFImport

        ei = ELFImport(elf_imports_total=3)
        assert ei.elf_imports_total == 3
        assert ei.elf_import_libraries == []
        assert ei.elf_import_functions == []


class TestELFExportDataclass:
    def test_creation(self):
        from redb.models.dataclasses import ELFExport

        ee = ELFExport(elf_exports_total=5)
        assert ee.elf_exports_total == 5
        assert ee.elf_export_functions == []


class TestELFSectionDataclass:
    def test_creation(self):
        from redb.models.dataclasses import ELFSection

        es = ELFSection(
            section_name=".text", section_type=1, section_type_str="SHT_PROGBITS",
            section_flags=6, section_flags_str=["SHF_ALLOC", "SHF_EXECINSTR"],
            section_addr=0x400000, section_offset=0x1000, section_size=4096,
            section_link=0, section_info=0, section_addralign=16, section_entsize=0,
            section_entropy=6.8, section_sha256="sha", section_md5="md5",
        )
        assert es.section_name == ".text"
        assert "SHF_ALLOC" in es.section_flags_str


class TestELFSegmentDataclass:
    def test_creation(self):
        from redb.models.dataclasses import ELFSegment

        seg = ELFSegment(
            segment_type=1, segment_type_str="PT_LOAD",
            segment_flags=5, segment_flags_str=["PF_R", "PF_X"],
            segment_offset=0, segment_vaddr=0x400000, segment_paddr=0x400000,
            segment_filesz=0x1000, segment_memsz=0x1000, segment_align=0x200000,
            segment_entropy=5.5, segment_sha256="sha", segment_md5="md5",
        )
        assert seg.segment_type_str == "PT_LOAD"


class TestELFSymbolDataclass:
    def test_creation(self):
        from redb.models.dataclasses import ELFSymbol

        sym = ELFSymbol(
            symbol_name="main", symbol_value=0x401000, symbol_size=100,
            symbol_type=2, symbol_type_str="STT_FUNC",
            symbol_bind=1, symbol_bind_str="STB_GLOBAL",
            symbol_visibility=0, symbol_visibility_str="STV_DEFAULT",
            symbol_section_index=14, symbol_section_index_str="14",
            is_dynamic=0,
        )
        assert sym.symbol_name == "main"
        assert sym.symbol_type_str == "STT_FUNC"


class TestELFRelocationDataclass:
    def test_creation(self):
        from redb.models.dataclasses import ELFRelocation

        rel = ELFRelocation(
            relocation_offset=0x601000, relocation_type=7,
            relocation_type_str="R_X86_64_JUMP_SLOT",
            relocation_symbol_index=1, relocation_symbol_name="printf",
            relocation_section=".rela.plt",
        )
        assert rel.relocation_addend is None

    def test_with_addend(self):
        from redb.models.dataclasses import ELFRelocation

        rel = ELFRelocation(
            relocation_offset=0x601000, relocation_type=7,
            relocation_type_str="R_X86_64_JUMP_SLOT",
            relocation_symbol_index=1, relocation_symbol_name="printf",
            relocation_section=".rela.plt",
            relocation_addend=-4,
        )
        assert rel.relocation_addend == -4


class TestELFNoteDataclass:
    def test_creation(self):
        from redb.models.dataclasses import ELFNote

        note = ELFNote(
            note_name="GNU", note_type=3,
            note_type_str="NT_GNU_BUILD_ID",
            note_desc="abc123", note_section=".note.gnu.build-id",
        )
        assert note.note_name == "GNU"
        assert note.note_type_str == "NT_GNU_BUILD_ID"


# ============================================================================
# Decompiled
# ============================================================================

class TestDecompiledDataclass:
    def test_creation(self):
        from redb.models.dataclasses import Decompiled

        d = Decompiled(
            _id="func_hash",
            decompiled_function_name="main",
            decompiled_function_address="0x401000",
            decompiled_function="int main() { return 0; }",
        )
        assert d.decompiled_function_name == "main"