Carlos Cruz Corona

40 papers B 2C 1Journal 18Unranked 14
YearRankTypeTitle / Venue / Authors
2025 conf
IWAIPR
Angel Alberto Vazquez Sánchez, Carlos Cruz Corona, Dionisio Buendía-Carrillo, Lisset Salazar Gómez
2025 J jnl
Expert Syst. J. Knowl. Eng.
Pavel Novoa-Hernández, David A. Pelta, Carlos Cruz Corona
2025 J jnl
Inf.
Bryan Nagib Zambrano Manzur, Fabián Andrés Espinoza Bazán, Yamilis Fernandez, Carlos Cruz Corona
2024 conf
OLA
Juan-Francisco Cabrera-Sánchez, Carlos Cruz Corona, Andrés Yáñez Escolano, Esther-Lydia Silva-Ramírez
2024 conf
CAEPIA
Pavel Novoa-Hernández, Carlos Cruz Corona, David A. Pelta
2022 ch.
Computational Intelligence Methodologies Applied to Sustainable Development Goals
Lucas Correia da Silva Jardim, Diego Campos Knupp, Taciano Magela de Souza Monteiro de Barros, Luiz Alberto da Silva Abreu, Carlos Cruz Corona, Antônio José da Silva Neto
2021 conf
IWAIPR
José Manuel Bernal de Lázaro, Carlos Cruz Corona, Marcelo Lisboa Rocha, Antônio José da Silva Neto, Orestes Llanes-Santiago
2021 C conf
CIARP
Marlon Ares Milián, Marcos Quiñones-Grueiro, Carlos Cruz Corona, Orestes Llanes-Santiago
2020 conf
IPMU (1)
Jorge Herrera-Franklin, Alejandro Rosete, Milton García-Borroto, Carlos Cruz Corona, David A. Pelta
2020 J jnl
CoRR
David A. Pelta, José L. Verdegay, María T. Lamata, Carlos Cruz Corona
2019 conf
SOCO
Maibeth Sánchez-Rivero, Marcos Quiñones-Grueiro, Carlos Cruz Corona, Antônio José da Silva Neto, Orestes Llanes-Santiago
2019 conf
ISC2
Mirzodaler Muhsinzoda, Carlos Cruz Corona, David A. Pelta, José Luis Verdegay Galdeano
2018 B conf
FUZZ-IEEE
Adrián Rodríguez Ramos, Carlos Cruz Corona, José Luis Verdegay Galdeano, Antônio José da Silva Neto, Orestes Llanes-Santiago
2018 B conf
CEC
Pavel Novoa-Hernández, David A. Pelta, Carlos Cruz Corona
2018 J jnl
Int. J. Comput. Intell. Syst.
Yamilis Fernández Pérez, Carlos Cruz Corona, José L. Verdegay
2018 ed.
Soft Computing Based Optimization and Decision Models
David A. Pelta, Carlos Cruz Corona
2017 J jnl
Appl. Soft Comput.
Adrián Rodríguez Ramos, Orestes Llanes-Santiago, José Manuel Bernal de Lázaro, Carlos Cruz Corona, Antônio José da Silva Neto, José L. Verdegay
2017 conf
EUSFLAT/IWIFSGN (3)
Adrián Rodríguez Ramos, José Manuel Bernal de Lázaro, Antônio José da Silva Neto, Carlos Cruz Corona, José L. Verdegay, Orestes Llanes-Santiago
2016 J jnl
Int. J. Bio Inspired Comput.
Pavel Novoa-Hernández, Carlos Cruz Corona, David A. Pelta
2015 J jnl
Appl. Comput. Intell. Soft Comput.
Pavel Novoa-Hernández, Carlos Cruz Corona, David A. Pelta
2015 J jnl
Int. J. Comput. Intell. Syst.
Isis Torres Pérez, Carlos Cruz Corona, José L. Verdegay
2015 conf
IFSA-EUSFLAT
Isis Torres Pérez, Alejandro Rosete, Carlos Cruz Corona, José L. Verdegay
2014 ch.
Soft Computing for Business Intelligence
Ricardo Coelho Silva, Carlos Cruz Corona, José Luis Verdegay Galdeano
2013 J jnl
Fuzzy Optim. Decis. Mak.
Ricardo C. Silva, Carlos Cruz Corona, José L. Verdegay
2013 J jnl
Int. J. Appl. Metaheuristic Comput.
Isis Torres Pérez, José L. Verdegay, Carlos Cruz Corona, Alejandro Rosete-Suárez
2013 J jnl
Soft Comput.
Pavel Novoa-Hernández, Carlos Cruz Corona, David A. Pelta
2012 conf
IPMU (3)
Carlos Cruz Corona, Ricardo C. Silva, José L. Verdegay
2011 J jnl
Memetic Comput.
Pavel Novoa-Hernández, Carlos Cruz Corona, David A. Pelta
2011 J jnl
Fuzzy Optim. Decis. Mak.
Carlos Cruz Corona, Ricardo C. Silva, José L. Verdegay
2010 ch.
Fuzzy Optimization
Ricardo C. Silva, Carlos Cruz Corona, José L. Verdegay, Akebo Yamakami
2010 conf
NICSO
Pavel Novoa-Hernández, David A. Pelta, Carlos Cruz Corona
2009 conf
IFSA/EUSFLAT Conf.
Carlos Cruz Corona, Ricardo C. Silva, José L. Verdegay, Akebo Yamakami
2009 conf
IFSA/EUSFLAT Conf.
Ricardo C. Silva, Carlos Cruz Corona, Akebo Yamakami
2009 J jnl
Int. J. Intell. Syst.
David A. Pelta, Carlos Cruz Corona, Juan Ramón González
2009 conf
IWINAC (1)
Pavel Novoa-Hernández, David A. Pelta, Carlos Cruz Corona, Ignacio García del Amo
2009 ch.
Encyclopedia of Artificial Intelligence
José Manuel Cadenas, M. Carmen Garrido, Enrique Muñoz Ballester, Carlos Cruz Corona, David A. Pelta, José L. Verdegay
2009 J jnl
Int. J. Gen. Syst.
David A. Pelta, Carlos Cruz Corona, José L. Verdegay
2009 J jnl
Appl. Soft Comput.
Carlos Cruz Corona, David A. Pelta
2007 J jnl
Inteligencia Artif.
Carlos Cruz Corona, J. M. Moreno
2006 J jnl
Inf. Sci.
David A. Pelta, Alejandro Sancho-Royo, Carlos Cruz Corona, José L. Verdegay
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