Olivier Buisson

46 papers A* 13A 1B 5C 1Journal 10Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Kawtar Zaher, Olivier Buisson, Alexis Joly
2026 J jnl
CoRR
Kawtar Zaher, Ilyass Moummad, Olivier Buisson, Alexis Joly
2022 J jnl
CoRR
Quentin Leroy, Olivier Buisson, Alexis Joly
2016 B conf
ICMR
Valentin Leveau, Alexis Joly, Olivier Buisson, Patrick Valduriez
2015 B conf
ICMR
Pierre Letessier, Nicolas Hervé, Alexis Joly, Hakim Nabi, Mathieu Derval, Olivier Buisson
2015 B conf
ICMR
Valentin Leveau, Alexis Joly, Olivier Buisson, Patrick Valduriez
2015 conf
CLEF (Working Notes)
Alexis Joly, Valentin Leveau, Julien Champ, Olivier Buisson
2014 conf
CLEF (Working Notes)
Alexis Joly, Julien Champ, Olivier Buisson
2014 J jnl
Multim. Tools Appl.
Amel Hamzaoui, Pierre Letessier, Alexis Joly, Olivier Buisson, Nozha Boujemaa
2014 A* conf
ACM Multimedia
Valentin Leveau, Alexis Joly, Olivier Buisson, Pierre Letessier, Patrick Valduriez
2013 A* conf
ACM Multimedia
Nicolas Hervé, Marie-Luce Viaud, Jérôme Thièvre, Agnès Saulnier, Julien Champ, Pierre Letessier, Olivier Buisson, Alexis Joly
2013 A* conf
ACM Multimedia
Pierre Letessier, Nicolas Hervé, Julien Champ, Alexis Joly, Olivier Buisson, Amel Hamzaoui
2012 A* conf
ACM Multimedia
Pierre Letessier, Olivier Buisson, Alexis Joly
2012 A* conf
ACM Multimedia
Alexis Joly, Julien Champ, Pierre Letessier, Nicolas Hervé, Olivier Buisson, Marie-Luce Viaud
2011 conf
ISMIR
Sébastien Gulluni, Slim Essid, Olivier Buisson, Gaël Richard
2011 B conf
ICMR
Pierre Letessier, Olivier Buisson, Alexis Joly
2011 conf
Semantic Audio
Sébastien Gulluni, Slim Essid, Olivier Buisson, Gaël Richard
2011 A* conf
CVPR
Alexis Joly, Olivier Buisson
2010 J jnl
Multim. Tools Appl.
Sébastien Poullot, Olivier Buisson, Michel Crucianu
2010 A* conf
ACM Multimedia
Marie-Luce Viaud, Olivier Buisson, Agnès Saulnier, Clement Guenais
2009 A* conf
ACM Multimedia
Alexis Joly, Olivier Buisson
2009 J jnl
Quantum Inf. Process.
Olivier Buisson, Wiebke Guichard, Frank W. J. Hekking, Laurent P. Lévy, Bernard Pannetier, Ralf Dolata, Alexander B. Zorin, Nicolas Didier, Aurélien Fay, Emile Hoskinson, Florent Lecocq, Zhihui Peng, Ioan M. Pop
2009 J jnl
Multim. Syst.
Julien Law-To, Olivier Buisson, Valérie Gouet-Brunet, Nozha Boujemaa
2008 A* conf
ACM Multimedia
Alexis Joly, Olivier Buisson
2008 conf
PCM
Sébastien Poullot, Michel Crucianu, Olivier Buisson
2008 C conf
CBMI
Hervé Goëau, Olivier Buisson, Marie-Luce Viaud
2008 conf
CIVR
Marie-Luce Viaud, Jérôme Thièvre, Hervé Goëau, Agnès Saulnier, Olivier Buisson
2008 A* conf
ACM Multimedia
Sébastien Poullot, Michel Crucianu, Olivier Buisson
2007 J jnl
IEEE Trans. Multim.
Alexis Joly, Olivier Buisson, Carl Frélicot
2007 A conf
ICME
Julien Law-To, Valérie Gouet-Brunet, Olivier Buisson, Nozha Boujemaa
2007 conf
CIVR
Julien Law-To, Alexis Joly, Laurent Joyeux, Nozha Boujemaa, Olivier Buisson, Valérie Gouet-Brunet
2007 conf
CIVR
Julien Law-To, Li Chen, Alexis Joly, Ivan Laptev, Olivier Buisson, Valérie Gouet-Brunet, Nozha Boujemaa, Fred Stentiford
2007 conf
CIVR
Sébastien Poullot, Olivier Buisson, Michel Crucianu
2006 conf
MRCS
Julien Law-To, Valérie Gouet-Brunet, Olivier Buisson, Nozha Boujemaa
2006 conf
ICPR (3)
Julien Law-To, Valérie Gouet-Brunet, Olivier Buisson, Nozha Boujemaa
2006 A* conf
ACM Multimedia
Julien Law-To, Olivier Buisson, Valérie Gouet-Brunet, Nozha Boujemaa
2005 conf
ICIP (1)
Alexis Joly, Carl Frélicot, Olivier Buisson
2005 conf
Multimedia Information Retrieval
Alexis Joly, Olivier Buisson
2005 conf
BDA
Alexis Joly, Olivier Buisson, Carl Frélicot
2005 conf
ICDE Workshops
Alexis Joly, Olivier Buisson, Carl Frélicot
2004 B conf
ICIP
Alexis Joly, Carl Frélicot, Olivier Buisson
2003 J jnl
Mach. Vis. Appl.
Olivier Buisson, Samia Boukir, Bernard Besserer
2003 conf
CIVR
Alexis Joly, Carl Frélicot, Olivier Buisson
2001 J jnl
Image Vis. Comput.
Laurent Joyeux, Samia Boukir, Bernard Besserer, Olivier Buisson
1999 A* conf
CVPR
Laurent Joyeux, Olivier Buisson, Bernard Besserer, Samia Boukir
1997 A* conf
CVPR
Olivier Buisson, Bernard Besserer, Samia Boukir, F. Helt
tests/integration/test_base_extractor.py
← Index tests/integration/test_base_extractor.py python
"""
Integration tests for the base Extractor class.
"""
import pytest
import hashlib
import math
from unittest.mock import Mock, patch, MagicMock
from collections import Counter

pytestmark = [pytest.mark.integration]


class TestExtractorStaticMethods:
    """Tests for static methods in Extractor class."""

    def test_process_binary_string_printable(self):
        """Test processing a printable binary string."""
        from redb.extractors.extractor import Extractor

        # Test with printable ASCII characters
        input_bytes = b"Hello World\x00\x00\x00"
        result = Extractor.process_binary_string(input_bytes)
        assert result == "Hello World"

    def test_process_binary_string_non_printable(self):
        """Test processing a string with non-printable characters."""
        from redb.extractors.extractor import Extractor

        # Test with non-printable characters
        input_bytes = b"\x01\x02Hello\x00"
        result = Extractor.process_binary_string(input_bytes)
        assert "\\x01" in result
        assert "\\x02" in result
        assert "Hello" in result

    def test_process_binary_string_empty(self):
        """Test processing an empty binary string."""
        from redb.extractors.extractor import Extractor

        input_bytes = b"\x00\x00\x00"
        result = Extractor.process_binary_string(input_bytes)
        assert result == ""

    def test_process_binary_string_all_printable(self):
        """Test processing a fully printable string."""
        from redb.extractors.extractor import Extractor

        input_bytes = b"TestString123"
        result = Extractor.process_binary_string(input_bytes)
        assert result == "TestString123"

    def test_remove_non_utf8_valid(self):
        """Test removing non-UTF8 characters from valid UTF8 string."""
        from redb.extractors.extractor import Extractor

        input_bytes = b"Hello World"
        result = Extractor.remove_non_utf8(input_bytes)
        assert result == b"Hello World"

    def test_remove_non_utf8_with_invalid(self):
        """Test removing non-UTF8 characters from mixed string."""
        from redb.extractors.extractor import Extractor

        # Mix of valid UTF8 and invalid bytes
        input_bytes = b"Hello\xff\xfeWorld"
        result = Extractor.remove_non_utf8(input_bytes)
        # Should remove the invalid bytes
        assert b"\xff" not in result
        assert b"\xfe" not in result
        assert b"Hello" in result
        assert b"World" in result

    def test_remove_non_utf8_empty(self):
        """Test removing non-UTF8 from empty string."""
        from redb.extractors.extractor import Extractor

        result = Extractor.remove_non_utf8(b"")
        assert result == b""


class TestExtractorEntropyCalculation:
    """Tests for entropy calculation in Extractor class."""

    def test_calculate_entropy_empty_data(self, elf_binary_path, mock_logger):
        """Test entropy calculation with empty data."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            result = extractor.calculate_entropy(b"")
            assert result == 0.0

    def test_calculate_entropy_uniform_data(self, elf_binary_path, mock_logger):
        """Test entropy calculation with uniform (low entropy) data."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            # All same bytes = 0 entropy
            uniform_data = b"\x00" * 256
            result = extractor.calculate_entropy(uniform_data)
            assert result == 0.0

    def test_calculate_entropy_random_data(self, elf_binary_path, mock_logger, high_entropy_data):
        """Test entropy calculation with random (high entropy) data."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            result = extractor.calculate_entropy(high_entropy_data)
            # Random data should have entropy close to 8 (max for bytes)
            assert result > 7.0

    def test_calculate_entropy_binary_data(self, elf_binary_path, mock_logger):
        """Test entropy calculation with binary data."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            # Two equally distributed values = 1 bit entropy
            binary_data = b"\x00\x01" * 128
            result = extractor.calculate_entropy(binary_data)
            assert abs(result - 1.0) < 0.01

    def test_calculate_entropy_string_data(self, elf_binary_path, mock_logger):
        """Test entropy calculation with string data."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            # String with two equally distributed characters
            string_data = "ab" * 100
            result = extractor.calculate_entropy(string_data)
            assert abs(result - 1.0) < 0.01


class TestExtractorInitialization:
    """Tests for Extractor initialization."""

    def test_extractor_hashes_computed_on_init(self, elf_binary_path, mock_logger, known_hashes):
        """Test that hashes are computed during initialization."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

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

            assert extractor.md5 == known_hashes['md5']
            assert extractor.sha1 == known_hashes['sha1']
            assert extractor.sha256 == known_hashes['sha256']

    def test_extractor_hash_dataclass_created(self, elf_binary_path, mock_logger, known_hashes):
        """Test that Hash dataclass is created during initialization."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

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

            assert extractor.hash.md5 == known_hashes['md5']
            assert extractor.hash.sha1 == known_hashes['sha1']
            assert extractor.hash.sha256 == known_hashes['sha256']

    def test_extractor_binary_cached_property(self, elf_binary_path, mock_logger, elf_binary_content):
        """Test that binary content is loaded as cached property."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

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

            # Access binary property
            binary = extractor.binary
            assert binary == elf_binary_content

            # Second access should return cached value (same id)
            assert extractor.binary is binary

    def test_extractor_with_exporters(self, elf_binary_path, mock_logger, mock_print_exporter):
        """Test extractor initialization with exporters."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                exporters=[mock_print_exporter]
            )

            assert len(extractor.exporters) == 1
            assert extractor.exporters[0] is mock_print_exporter

    def test_extractor_with_index_prefix(self, elf_binary_path, mock_logger):
        """Test extractor initialization with custom index prefix."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                index_prefix="custom_prefix"
            )

            assert "custom_prefix" in extractor.elastic_index

    def test_extractor_known_benign_flag(self, elf_binary_path, mock_logger):
        """Test extractor with known_benign flag."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

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

            assert extractor.known_benign is True
            assert extractor.known_malicious is False

    def test_extractor_known_malicious_flag(self, elf_binary_path, mock_logger):
        """Test extractor with known_malicious flag."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

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

            assert extractor.known_benign is False
            assert extractor.known_malicious is True


class TestExtractorExportData:
    """Tests for export_data method."""

    def test_export_data_with_print_exporter(self, elf_binary_path, mock_logger, mock_print_exporter, capsys):
        """Test export_data with PrintExporter."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                exporters=[mock_print_exporter]
            )

            result = extractor.export_data()
            # Should succeed with PrintExporter
            assert result is True

    def test_export_data_no_exporters(self, elf_binary_path, mock_logger):
        """Test export_data with no exporters configured."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(
                elf_binary_path,
                mock_logger,
                exporters=[]
            )

            result = extractor.export_data()
            # Should succeed with no exporters (nothing to export)
            assert result is True


class TestExtractorEdgeCases:
    """Tests for edge cases in Extractor class."""

    def test_extractor_with_nonexistent_file(self, mock_logger):
        """Test extractor with non-existent file."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            with pytest.raises(FileNotFoundError):
                BasicPropertiesExtractor("/nonexistent/file.bin", mock_logger)

    def test_entropy_none_data(self, elf_binary_path, mock_logger):
        """Test entropy calculation with None returns 0."""
        from redb.extractors.basicproperties import BasicPropertiesExtractor

        with patch('redb.settings.ELASTIC_BINARIES_COLLECTION', 'test'):
            extractor = BasicPropertiesExtractor(elf_binary_path, mock_logger)
            result = extractor.calculate_entropy(None)
            assert result == 0.0

    def test_process_binary_string_high_bytes(self):
        """Test processing binary string with high byte values."""
        from redb.extractors.extractor import Extractor

        # Characters above 126 are non-printable
        input_bytes = b"\x7f\x80\x81\xff"
        result = Extractor.process_binary_string(input_bytes)
        assert "\\x7f" in result
        assert "\\x80" in result
        assert "\\xff" in result