Mahdi Eftekhari

57 papers B 1Journal 54Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
J. Supercomput.
Faeze Abdolinejad, Mahdi Eftekhari
2025 J jnl
Neurocomputing
Nadimeh Naseri, Mahdi Eftekhari, Farid Saberi-Movahed, Mehdi Radjabalipour, Lluis A. Belanche
2024 J jnl
Expert Syst. Appl.
Mahsa Samareh Jahani, Farid Saberi-Movahed, Mahdi Eftekhari, Gholamreza Aghamollaei, Prayag Tiwari
2024 J jnl
IEEE Access
Fardin Rastakhiz, Mahdi Eftekhari, Sahar Vahdati
2023 J jnl
Int. J. Mach. Learn. Cybern.
Javad Elmi, Mahdi Eftekhari, Adel Mehrpooya, Mohammad Rezaei-Ravari
2023 conf
ISVC (2)
Mohammadreza Shakouri, Fatemeh Iranmanesh, Mahdi Eftekhari
2023 J jnl
CoRR
Mohammadreza Shakouri, Fatemeh Iranmanesh, Mahdi Eftekhari
2023 J jnl
CoRR
Farshad Saberi-Movahed, Mohammad Kazem Ebrahimpour, Farid Saberi-Movahed, Monireh Moshavash, Dorsa Rahmatian, Mahvash Mohazzebi, Mahdi Shariatzadeh, Mahdi Eftekhari
2023 J jnl
CoRR
Dorsa Rahmatian, Monireh Moshavash, Mahdi Eftekhari, Kamran Hoseinkhani
2023 J jnl
IEEE Access
Mahsa Mohammadi, Mahdi Eftekhari, Amirhossein Hassani
2023 J jnl
CoRR
Hojjat Mokhtarabadi, Kave Bahraman, Mehrdad Hosseinzadeh, Mahdi Eftekhari
2023 J jnl
Neurocomputing
Mahsa Samareh Jahani, Gholamreza Aghamollaei, Mahdi Eftekhari, Farid Saberi-Movahed
2022 J jnl
Intell. Syst. Appl.
Arezoo Moradi Chegni, Behnam Ghavami, Mahdi Eftekhari
2022 J jnl
CoRR
Mahdi Shariatzadeh, Mahdi Eftekhari, Mohammad Javad Rostami
2022 J jnl
CoRR
Mahdi Shariatzadeh, Mohammad Javad Rostami, Mahdi Eftekhari
2022 J jnl
Comput. Biol. Medicine
Farshad Saberi-Movahed, Mahyar Mohammadifard, Adel Mehrpooya, Mohammad Rezaei-Ravari, Kamal Berahmand, Mehrdad Rostami, Saeed Karami, Mohammad Najafzadeh, Davood Hajinezhad, Mina Jamshidi, Farshid Abedi, Mahtab Mohammadifard, Elnaz Farbod, Farinaz Safavi, Mohammadreza Dorvash, Negar Mottaghi-Dastjerdi, Shahrzad Vahedi, Mahdi Eftekhari, Farid Saberi-Movahed, Hamid Alinejad-Rokny, Shahab S. Band, Iman Tavassoly
2022 J jnl
Briefings Bioinform.
Adel Mehrpooya, Farid Saberi Movahed, Najmeh Azizi Zadeh, Mohammad Rezaei-Ravari, Farshad Saberi-Movahed, Mahdi Eftekhari, Iman Tavassoly
2022 book
Mahdi Eftekhari, Adel Mehrpooya, Farid Saberi-Movahed, Vicenç Torra
2022 J jnl
Soft Comput.
Zahra Rajabi, Mahdi Eftekhari, Mohammad Ghorbani, Maryam Ehteshamzadeh, Hadi Beirami
2021 J jnl
Int. J. Mach. Learn. Cybern.
Ali Hassani, Amir Iranmanesh, Mahdi Eftekhari, Abbas Salemi
2021 J jnl
Knowl. Based Syst.
Mahla Mokhtia, Mahdi Eftekhari, Farid Saberi Movahed
2021 J jnl
Appl. Soft Comput.
Javad Elmi, Mahdi Eftekhari
2021 J jnl
Eng. Appl. Artif. Intell.
Mohammad Rezaei-Ravari, Mahdi Eftekhari, Farid Saberi Movahed
2021 J jnl
Int. J. Pattern Recognit. Artif. Intell.
Bahareh Khozaei, Mahdi Eftekhari
2020 J jnl
Soft Comput.
Javad Elmi, Mahdi Eftekhari
2020 J jnl
Appl. Soft Comput.
Mahla Mokhtia, Mahdi Eftekhari, Farid Saberi Movahed
2020 J jnl
Int. J. Mach. Learn. Cybern.
Farid Saberi Movahed, Mahdi Eftekhari, Mohammad Mohtashami
2019 J jnl
CoRR
Ali Hassani, Amir Iranmanesh, Mahdi Eftekhari, Abbas Salemi
2019 J jnl
CoRR
Nader Asadi, AmirMohammad Sarfi, Sahba Tahsini, Mahdi Eftekhari
2019 J jnl
Soft Comput.
Fatemeh Aghaeipoor, Mahdi Eftekhari
2019 J jnl
CoRR
Nader Asadi, Mehrdad Hosseinzadeh, Mahdi Eftekhari
2018 J jnl
CoRR
Javad Rahimipour Anaraki, Saeed Samet, Mahdi Eftekhari, Chang Wook Ahn
2018 J jnl
Comput. Biol. Chem.
Mohammad Kazem Ebrahimpour, Hossein Nezamabadi-pour, Mahdi Eftekhari
2018 J jnl
Appl. Soft Comput.
M. Khamar, Mahdi Eftekhari
2018 J jnl
Int. J. Artif. Intell. Tools
Reza Mousavi, Mahdi Eftekhari, Farhad Rahdari
2017 J jnl
Appl. Soft Comput.
Mohammad Kazem Ebrahimpour, Mahdi Eftekhari
2017 J jnl
Appl. Soft Comput.
Sahar Sardari, Mahdi Eftekhari, Fatemeh Afsari
2017 J jnl
Eng. Appl. Artif. Intell.
Mohammad Kazem Ebrahimpour, Masoumeh Zare, Mahdi Eftekhari, Gholamreza Aghamolaei
2016 J jnl
Int. J. Comput. Intell. Syst.
Laya Aliahmadipour, Vicenç Torra, Esfandiar Eslami, Mahdi Eftekhari
2016 J jnl
Trans. Rough Sets
Javad Rahimipour Anaraki, Saeed Samet, Wolfgang Banzhaf, Mahdi Eftekhari
2016 J jnl
Comput. Electr. Eng.
Farhad Rahdari, Mahdi Eftekhari, Reza Mousavi
2016 J jnl
Int. J. Model. Identif. Control.
Mojtaba Eftekhari, Mahdi Eftekhari
2016 B conf
FUZZ-IEEE
Mehran Amiri, Richard Jensen, Mahdi Eftekhari, Neil Mac Parthaláin
2016 J jnl
Neurocomputing
Shima Kamyab, Mahdi Eftekhari
2016 J jnl
J. Intell. Fuzzy Syst.
Soheila Barchinezhad, Mahdi Eftekhari
2015 J jnl
J. Intell. Fuzzy Syst.
Hojjat-Allah Bazoobandi, Mahdi Eftekhari
2015 J jnl
J. Bioinform. Comput. Biol.
Reza Mousavi, Mahdi Eftekhari, Mehdi Ghezelbash Haghighi
2015 J jnl
Appl. Soft Comput.
Reza Mousavi, Mahdi Eftekhari
2015 J jnl
Int. J. Bioinform. Res. Appl.
Mahshid Khatibi Bardsiri, Mahdi Eftekhari, Reza Mousavi
2015 J jnl
Robotica
Mojtaba Eftekhari, Mahdi Eftekhari, Hossein Karimpour
2015 J jnl
IEICE Trans. Inf. Syst.
Javad Rahimipour Anaraki, Mahdi Eftekhari, Chang Wook Ahn
2014 J jnl
Int. J. Data Min. Bioinform.
Mahshid Khatibi Bardsiri, Mahdi Eftekhari
2014 J jnl
Inf. Sci.
Mohsen Zeinalkhani, Mahdi Eftekhari
2014 J jnl
J. Intell. Fuzzy Syst.
Mahdi Mahdizadeh, Mahdi Eftekhari
2013 J jnl
Soft Comput.
Fatemeh Afsari, Mahdi Eftekhari, Esfandiar Eslami, P.-Y. Woo
2013 J jnl
Swarm Evol. Comput.
Shima Kamyab, Mahdi Eftekhari
2012 J jnl
CoRR
Fahimeh Farahbod, Mahdi Eftekhari
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