Caner Hazirbas

40 papers A* 9B 1Misc 1Journal 21Unranked 7
YearRankTypeTitle / Venue / Authors
2024 B conf
FG
Maxim Maximov, Tim Meinhardt, Zoe Papakipos, Caner Hazirbas, Cristian Canton, Laura Leal-Taixé
2024 J jnl
CoRR
Caner Hazirbas, Alicia Sun, Yonathan Efroni, Mark Ibrahim
2024 A* conf
NeurIPS
Haider Al-Tahan, Quentin Garrido, Randall Balestriero, Diane Bouchacourt, Caner Hazirbas, Mark Ibrahim
2024 J jnl
CoRR
Haider Al-Tahan, Quentin Garrido, Randall Balestriero, Diane Bouchacourt, Caner Hazirbas, Mark Ibrahim
2023 A* conf
CVPR
Zhiheng Li, Ivan Evtimov, Albert Gordo, Caner Hazirbas, Tal Hassner, Cristian Canton-Ferrer, Chenliang Xu, Mark Ibrahim
2023 J jnl
CoRR
Maxim Maximov, Tim Meinhardt, Ismail Elezi, Zoe Papakipos, Caner Hazirbas, Cristian Canton-Ferrer, Laura Leal-Taixé
2023 A* conf
NeurIPS
Laura Gustafson, Megan Richards, Melissa Hall, Caner Hazirbas, Diane Bouchacourt, Mark Ibrahim
2023 A* conf
ICLR
Badr Youbi Idrissi, Diane Bouchacourt, Randall Balestriero, Ivan Evtimov, Caner Hazirbas, Nicolas Ballas, Pascal Vincent, Michal Drozdzal, David Lopez-Paz, Mark Ibrahim
2023 J jnl
CoRR
Laura Gustafson, Megan Richards, Melissa Hall, Caner Hazirbas, Diane Bouchacourt, Mark Ibrahim
2023 conf
CVPR Workshops
Bilal Porgali, Vítor Albiero, Jordan Ryda, Cristian Canton-Ferrer, Caner Hazirbas
2023 J jnl
CoRR
Bilal Porgali, Vítor Albiero, Jordan Ryda, Cristian Canton-Ferrer, Caner Hazirbas
2023 A* conf
ACM Multimedia
Jiachen Sun, Mark Ibrahim, Melissa Hall, Ivan Evtimov, Z. Morley Mao, Cristian Canton-Ferrer, Caner Hazirbas
2023 J jnl
CoRR
Jiachen Sun, Mark Ibrahim, Melissa Hall, Ivan Evtimov, Z. Morley Mao, Cristian Canton-Ferrer, Caner Hazirbas
2022 J jnl
CoRR
Zhiheng Li, Ivan Evtimov, Albert Gordo, Caner Hazirbas, Tal Hassner, Cristian Canton-Ferrer, Chenliang Xu, Mark Ibrahim
2022 J jnl
CoRR
Caner Hazirbas, Yejin Bang, Tiezheng Yu, Parisa Assar, Bilal Porgali, Vítor Albiero, Stefan Hermanek, Jacqueline Pan, Emily McReynolds, Miranda Bogen, Pascale Fung, Cristian Canton-Ferrer
2022 conf
FAccT
Priya Goyal, Adriana Romero-Soriano, Caner Hazirbas, Levent Sagun, Nicolas Usunier
2022 J jnl
CoRR
Priya Goyal, Adriana Romero-Soriano, Caner Hazirbas, Levent Sagun, Nicolas Usunier
2022 A* conf
CVPR
Vikash Sehwag, Caner Hazirbas, Albert Gordo, Firat Ozgenel, Cristian Canton-Ferrer
2022 J jnl
CoRR
Vikash Sehwag, Caner Hazirbas, Albert Gordo, Firat Ozgenel, Cristian Canton-Ferrer
2022 J jnl
CoRR
Badr Youbi Idrissi, Diane Bouchacourt, Randall Balestriero, Ivan Evtimov, Caner Hazirbas, Nicolas Ballas, Pascal Vincent, Michal Drozdzal, David Lopez-Paz, Mark Ibrahim
2022 J jnl
IEEE Trans. Biom. Behav. Identity Sci.
Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer
2022 Misc conf
ICASSP
Chunxi Liu, Michael Picheny, Leda Sari, Pooja Chitkara, Alex Xiao, Xiaohui Zhang, Mark Chou, Andres Alvarado, Caner Hazirbas, Yatharth Saraf
2021 conf
CVPR Workshops
Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer
2021 J jnl
CoRR
Ousmane Amadou Dia, Theofanis Karaletsos, Caner Hazirbas, Cristian Canton-Ferrer, Ilknur Kaynar Kabul, Erik Meijer
2021 J jnl
CoRR
Chunxi Liu, Michael Picheny, Leda Sari, Pooja Chitkara, Alex Xiao, Xiaohui Zhang, Mark Chou, Andres Alvarado, Caner Hazirbas, Yatharth Saraf
2021 J jnl
CoRR
Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer
2019
Caner Hazirbas
2018 conf
ACCV (3)
Caner Hazirbas, Sebastian Georg Soyer, Maximilian Christian Staab, Laura Leal-Taixé, Daniel Cremers
2018 J jnl
CoRR
Nikolaus Mayer, Eddy Ilg, Philipp Fischer, Caner Hazirbas, Daniel Cremers, Alexey Dosovitskiy, Thomas Brox
2018 J jnl
Int. J. Comput. Vis.
Nikolaus Mayer, Eddy Ilg, Philipp Fischer, Caner Hazirbas, Daniel Cremers, Alexey Dosovitskiy, Thomas Brox
2017 J jnl
CoRR
Caner Hazirbas, Laura Leal-Taixé, Daniel Cremers
2017 A* conf
ICCV
Florian Walch, Caner Hazirbas, Laura Leal-Taixé, Torsten Sattler, Sebastian Hilsenbeck, Daniel Cremers
2017 A* conf
ICCV
Tim Meinhardt, Michael Möller, Caner Hazirbas, Daniel Cremers
2017 J jnl
CoRR
Tim Meinhardt, Michael Möller, Caner Hazirbas, Daniel Cremers
2016 conf
ACCV (1)
Caner Hazirbas, Lingni Ma, Csaba Domokos, Daniel Cremers
2016 J jnl
CoRR
Florian Walch, Caner Hazirbas, Laura Leal-Taixé, Torsten Sattler, Sebastian Hilsenbeck, Daniel Cremers
2015 A* conf
ICCV
Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg, Philip Häusser, Caner Hazirbas, Vladimir Golkov, Patrick van der Smagt, Daniel Cremers, Thomas Brox
2015 J jnl
CoRR
Philipp Fischer, Alexey Dosovitskiy, Eddy Ilg, Philip Häusser, Caner Hazirbas, Vladimir Golkov, Patrick van der Smagt, Daniel Cremers, Thomas Brox
2015 conf
SSVM
Julia Diebold, Nikolaus Demmel, Caner Hazirbas, Michael Möller, Daniel Cremers
2015 conf
SSVM
Caner Hazirbas, Julia Diebold, Daniel Cremers
tests/integration/test_pe_extractor.py
← Index tests/integration/test_pe_extractor.py python
"""
Integration tests for the PEExtractor base class.
"""
import pytest
from unittest.mock import Mock, patch, MagicMock

pytestmark = [pytest.mark.integration, pytest.mark.pe]


class TestPEExtractorInitialization:
    """Tests for PEExtractor initialization."""

    def test_pe_extractor_with_valid_pe(self, pe_binary_path, mock_logger):
        """Test PEExtractor initialization with valid PE file."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(pe_binary_path, mock_logger)

            assert extractor.pe is not None
            assert extractor.filepath == pe_binary_path

    def test_pe_extractor_with_provided_pe_object(self, pe_binary_path, mock_logger, pe_object):
        """Test PEExtractor initialization with pre-existing PE object."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(pe_binary_path, mock_logger, pe=pe_object)

            # Should use the provided PE object, not create a new one
            assert extractor.pe is pe_object

    def test_pe_extractor_with_invalid_file(self, elf_binary_path, mock_logger):
        """Test PEExtractor initialization with non-PE file."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(elf_binary_path, mock_logger)

            # Should return None for pe when file is not a valid PE
            assert extractor.pe is None
            # Logger should have recorded an error
            assert mock_logger.error.called


class TestPEExtractorMethods:
    """Tests for PEExtractor helper methods."""

    def test_check_dotnet_true(self, pe_binary_path, mock_logger):
        """Test _check_dotnet returns True for .NET PE."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(pe_binary_path, mock_logger)

            # The test PE file is a .NET binary
            if extractor.pe is not None:
                result = extractor._check_dotnet()
                # d8637bdbcfc9112fcb1f0167b398e771 is a .NET binary
                assert result is True

    def test_check_dotnet_false(self, elf_binary_path, mock_logger):
        """Test _check_dotnet returns False for non-PE file."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(elf_binary_path, mock_logger)

            # Should return False when PE is None
            result = extractor._check_dotnet()
            assert result is False

    def test_is_signed_false(self, pe_binary_path, mock_logger):
        """Test _is_signed method."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(pe_binary_path, mock_logger)

            if extractor.pe is not None:
                result = extractor._is_signed()
                # Result depends on the actual binary
                assert isinstance(result, bool)

    def test_has_overlay(self, pe_binary_path, mock_logger):
        """Test _has_overlay method."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(pe_binary_path, mock_logger)

            if extractor.pe is not None:
                result = extractor._has_overlay()
                assert isinstance(result, bool)


class TestGeneratePEFileObject:
    """Tests for _generate_pefile_object method."""

    def test_generate_pefile_object_valid(self, pe_binary_path, mock_logger):
        """Test _generate_pefile_object with valid PE file."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(pe_binary_path, mock_logger)

            # The PE object should be created successfully
            assert extractor.pe is not None

    def test_generate_pefile_object_invalid(self, temp_text_file, mock_logger):
        """Test _generate_pefile_object with invalid file."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(temp_text_file, mock_logger)

            # Should return None for invalid PE
            assert extractor.pe is None


class TestGenerateDotNetFileObject:
    """Tests for _generate_dotnetfile_object method."""

    def test_generate_dotnetfile_object_valid(self, pe_binary_path, mock_logger):
        """Test _generate_dotnetfile_object with .NET PE file."""
        from redb.extractors.pe_extractors.pe_dotnet import PEDotNetExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEDotNetExtractor(pe_binary_path, mock_logger)

            if extractor.pe is not None and extractor._check_dotnet():
                dotnet, error = extractor._generate_dotnetfile_object()
                # Should create dotnet object for .NET PE
                assert dotnet is not None
                assert error is None

    def test_generate_dotnetfile_object_invalid(self, elf_binary_path, mock_logger):
        """Test _generate_dotnetfile_object with non-.NET file."""
        from redb.extractors.pe_extractors.pe_dotnet import PEDotNetExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEDotNetExtractor(elf_binary_path, mock_logger)

            dotnet, error = extractor._generate_dotnetfile_object()
            # Should return error for non-.NET file
            assert dotnet is None
            assert error is not None


class TestPEExtractorTag:
    """Tests for tag method in PE extractors."""

    def test_pe_features_tag(self, pe_binary_path, mock_logger):
        """Test that PEFeaturesExtractor returns correct tag."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor
        from redb.extractors.enum import Tag

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(pe_binary_path, mock_logger)
            assert extractor.tag() == Tag.PE_FEATURES.value

    def test_pe_import_tag(self, pe_binary_path, mock_logger):
        """Test that PEImportExtractor returns correct tag."""
        from redb.extractors.pe_extractors.pe_imports import PEImportExtractor
        from redb.extractors.enum import Tag

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEImportExtractor(pe_binary_path, mock_logger)
            assert extractor.tag() == Tag.PE_IMPORT.value

    def test_pe_section_tag(self, pe_binary_path, mock_logger):
        """Test that PESectionExtractor returns correct tag."""
        from redb.extractors.pe_extractors.pe_sections import PESectionExtractor
        from redb.extractors.enum import Tag

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PESectionExtractor(pe_binary_path, mock_logger)
            assert extractor.tag() == Tag.PE_SECTION.value


class TestPEExtractorClickHouseTable:
    """Tests for get_clickhouse_table method in PE extractors."""

    def test_pe_features_clickhouse_table(self, pe_binary_path, mock_logger):
        """Test that PEFeaturesExtractor returns correct ClickHouse table name."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(pe_binary_path, mock_logger)
            assert extractor.get_clickhouse_table() == "redb_pe_features"

    def test_pe_import_clickhouse_table(self, pe_binary_path, mock_logger):
        """Test that PEImportExtractor returns correct ClickHouse table name."""
        from redb.extractors.pe_extractors.pe_imports import PEImportExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEImportExtractor(pe_binary_path, mock_logger)
            assert extractor.get_clickhouse_table() == "redb_pe_imports"

    def test_pe_section_clickhouse_table(self, pe_binary_path, mock_logger):
        """Test that PESectionExtractor returns correct ClickHouse table name."""
        from redb.extractors.pe_extractors.pe_sections import PESectionExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PESectionExtractor(pe_binary_path, mock_logger)
            assert extractor.get_clickhouse_table() == "redb_pe_sections"


class TestPEExtractorPrepareExportData:
    """Tests for prepare_export_data method in PE extractors."""

    def test_pe_features_prepare_export_elasticsearch(self, pe_binary_path, mock_logger):
        """Test prepare_export_data for Elasticsearch."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(pe_binary_path, mock_logger)

            if extractor.pe is not None:
                # First extract
                extractor.extract()
                result = extractor.prepare_export_data("ElasticsearchExporter")
                # Should return the pe_features dataclass
                assert result is extractor.pe_features

    def test_pe_features_prepare_export_clickhouse(self, pe_binary_path, mock_logger):
        """Test prepare_export_data for ClickHouse."""
        from redb.extractors.pe_extractors.pe_features import PEFeaturesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = PEFeaturesExtractor(pe_binary_path, mock_logger)

            if extractor.pe is not None:
                # First extract
                extractor.extract()
                result = extractor.prepare_export_data("ClickHouseExporter")

                # Should return tuple of (data, column_names, column_type_names)
                assert isinstance(result, tuple)
                assert len(result) == 3
                data, column_names, column_type_names = result
                assert isinstance(data, list)
                assert isinstance(column_names, list)
                assert isinstance(column_type_names, list)
                # Column names and types should match in length
                assert len(column_names) == len(column_type_names)