Kap Hwan Kim

52 papers C 2Misc 1Journal 38Unranked 10
YearRankTypeTitle / Venue / Authors
2023 J jnl
J. Heuristics
Pengfei Zhou, Li Lin, Kap Hwan Kim
2020 J jnl
Comput. Ind. Eng.
Yanjie Zhou, Kap Hwan Kim
2018 conf
APMS (1)
Sanghyuk Yi, Lin Gui, Kap Hwan Kim
2016 conf
LDIC
Xuefeng Jin, Hans-Otto Günther, Kap Hwan Kim
2015 J jnl
Comput. Ind. Eng.
Eun Joo Shin, Kap Hwan Kim
2015 J jnl
Comput. Ind. Eng.
Youfang Huang, Mitsuo Gen, Kap Hwan Kim, Chengji Liang, Lin Lin
2014 conf
LDIC
Sanghyuk Yi, Bernd Scholz-Reiter, Kap Hwan Kim
2014 J jnl
Eur. J. Oper. Res.
Canrong Zhang, Tao Wu, Kap Hwan Kim, Lixin Miao
2014 conf
LDIC
Yeong Su Choi, Kap Hwan Kim
2013 conf
MIM
Chang Seong Ko, Friska Natalia Ferdinand, Kap Hwan Kim, Shie-Gheun Koh
2013 J jnl
IEEE Trans. Intell. Transp. Syst.
Vu Duc Nguyen, Kap Hwan Kim
2013 J jnl
OR Spectr.
Byung Kwon Lee, Kap Hwan Kim
2012 J jnl
J. Intell. Manuf.
Chen-Fu Chien, Kap Hwan Kim, Baoding Liu, Mitsuo Gen
2012 J jnl
Comput. Ind. Eng.
Ming Yin, Kap Hwan Kim
2012 J jnl
J. Intell. Manuf.
Seung Hwan Won, Xiaohui Zhang, Kap Hwan Kim
2011 J jnl
J. Intell. Manuf.
Yan Wang, Kap Hwan Kim
2011 J jnl
Logist. Res.
Su Min Jeon, Kap Hwan Kim, Herbert Kopfer
2010 J jnl
Comput. Ind. Eng.
Twae-Kyung Park, Kap Hwan Kim
2010 J jnl
OR Spectr.
Ek Peng Chew, Hans-Otto Günther, Kap Hwan Kim, Herbert Kopfer
2009 J jnl
Comput. Ind. Eng.
Vu Duc Nguyen, Kap Hwan Kim
2009 J jnl
Comput. Ind. Eng.
Haipeng Zhang, Kap Hwan Kim
2008 J jnl
OR Spectr.
Kap Hwan Kim, Young-Man Park, Mi-Ju Jin
2007 conf
LDIC
Seung Hwan Won, Kap Hwan Kim
2007 ch.
Transportation
Teodor Gabriel Crainic, Kap Hwan Kim
2007 J jnl
Comput. Ind. Eng.
Ki Ho Chung, Chang Seong Ko, Jae Young Shin, Hark Hwang, Kap Hwan Kim
2006 conf
MICAI
Da Hun Jung, Young-Man Park, Byung Kwon Lee, Kap Hwan Kim, Kwang Ryel Ryu
2006 J jnl
J. Intell. Manuf.
Jee Hyun Yang, Kap Hwan Kim
2006 J jnl
Comput. Oper. Res.
Kap Hwan Kim, Gyu-Pyo Hong
2006 Misc conf
WSC
Byung Kwon Lee, Bong Joo Jung, Kap Hwan Kim, Soon Oh Park, Jeong Hoon Seo
2006 conf
ICNC (2)
Kap Hwan Kim, Yong-Woon Choi, Woo Jun Chung
2006 J jnl
OR Spectr.
Hans-Otto Günther, Kap Hwan Kim
2006 J jnl
OR Spectr.
Kap Hwan Kim, Su Min Jeon, Kwang Ryel Ryu
2006 J jnl
J. Intell. Manuf.
Jaeho Kang, Kwang Ryel Ryu, Kap Hwan Kim
2006 C conf
IEA/AIE
Jaeho Kang, Kwang Ryel Ryu, Kap Hwan Kim
2006 J jnl
Ann. Oper. Res.
Milorad Vidovic, Kap Hwan Kim
2006 J jnl
J. Intell. Manuf.
Sung Ho Jung, Kap Hwan Kim
2006 C conf
IEA/AIE
Jaeho Kang, Myung-Seob Oh, Eun Yeong Ahn, Kwang Ryel Ryu, Kap Hwan Kim
2006 conf
ICCSA (3)
Kap Hwan Kim, Jong-Sool Lee
2005 conf
ICNC (2)
Yong Hwan Lee, Jaeho Kang, Kwang Ryel Ryu, Kap Hwan Kim
2004 J jnl
Transp. Sci.
Kap Hwan Kim, Jong Wook Bae
2004 J jnl
OR Spectr.
Kap Hwan Kim, Jin-Soo Kang, Kwang Ryel Ryu
2004 J jnl
Eur. J. Oper. Res.
Kap Hwan Kim, Young-Man Park
2004 J jnl
Comput. Ind. Eng.
Kap Hwan Kim, Seung Hwan Won, Jae Kook Lim, Teruo Takahashi
2004 J jnl
OR Spectr.
Hans-Otto Günther, Kap Hwan Kim
2004 J jnl
Comput. Ind. Eng.
Kap Hwan Kim, Kyeong-Woo Kim, Hark Hwang, Chang Seong Ko
2004 J jnl
Comput. Ind. Eng.
Hark Hwang, Youngkeun Song, Kap Hwan Kim
2003 J jnl
OR Spectr.
Jae Kook Lim, Kap Hwan Kim, Kazuho Yoshimoto, Jun Ho Lee, Teruo Takahashi
2003 J jnl
Eur. J. Oper. Res.
Kap Hwan Kim, Kang Tae Park
2003 J jnl
OR Spectr.
Young-Man Park, Kap Hwan Kim
2003 J jnl
Int. J. Syst. Sci.
Kap Hwan Kim, Kang Tae Park
2000 J jnl
Eur. J. Oper. Res.
Kap Hwan Kim, Young-Man Park, Kwang-Ryul Ryu
1999 J jnl
Transp. Sci.
Kap Hwan Kim, Ki Young Kim
tests/conftest.py
← Index tests/conftest.py python
"""
Pytest configuration and shared fixtures for REDB unit tests.
"""
import os
import sys
import pytest
import logging
import tempfile
import hashlib
from unittest.mock import Mock, MagicMock, patch
from pathlib import Path

# Add the project root to the path
sys.path.insert(0, str(Path(__file__).parent.parent))

# Test files directory
TEST_FILES_DIR = Path(__file__).parent.parent / "test_files"


# ============================================================================
# Logger Fixtures
# ============================================================================

@pytest.fixture
def mock_logger():
    """Create a mock logger for testing."""
    logger = Mock()
    logger.debug = Mock()
    logger.info = Mock()
    logger.warning = Mock()
    logger.error = Mock()
    return logger


@pytest.fixture
def real_logger():
    """Create a real logger for testing with debug output."""
    logger = logging.getLogger("test_logger")
    logger.setLevel(logging.DEBUG)
    if not logger.handlers:
        handler = logging.StreamHandler()
        handler.setLevel(logging.DEBUG)
        formatter = logging.Formatter('%(levelname)s - %(message)s')
        handler.setFormatter(formatter)
        logger.addHandler(handler)
    return logger


# ============================================================================
# Test Binary Files Fixtures
# ============================================================================

@pytest.fixture
def elf_binary_path():
    """Path to the ELF test binary."""
    path = TEST_FILES_DIR / "hello"
    if not path.exists():
        pytest.skip(f"Test file not found: {path}")
    return str(path)


@pytest.fixture
def elf_advanced_binary_path():
    """Path to the advanced ELF test binary."""
    path = TEST_FILES_DIR / "hello_advanced"
    if not path.exists():
        pytest.skip(f"Test file not found: {path}")
    return str(path)


@pytest.fixture
def pe_binary_path():
    """Path to the PE test binary (.NET PE)."""
    path = TEST_FILES_DIR / "d8637bdbcfc9112fcb1f0167b398e771"
    if not path.exists():
        pytest.skip(f"Test file not found: {path}")
    return str(path)


@pytest.fixture
def elf_binary_content(elf_binary_path):
    """Read the ELF test binary content."""
    with open(elf_binary_path, "rb") as f:
        return f.read()


@pytest.fixture
def pe_binary_content(pe_binary_path):
    """Read the PE test binary content."""
    with open(pe_binary_path, "rb") as f:
        return f.read()


# ============================================================================
# Temporary Files Fixtures
# ============================================================================

@pytest.fixture
def temp_binary_file():
    """Create a temporary binary file for testing."""
    with tempfile.NamedTemporaryFile(delete=False, suffix=".bin") as f:
        # Write some test data
        f.write(b"\x7fELF" + b"\x00" * 100 + b"test data")
        temp_path = f.name

    yield temp_path

    # Cleanup
    if os.path.exists(temp_path):
        os.unlink(temp_path)


@pytest.fixture
def temp_text_file():
    """Create a temporary text file for testing."""
    with tempfile.NamedTemporaryFile(delete=False, suffix=".txt", mode="w") as f:
        f.write("This is a test file with some text content.")
        temp_path = f.name

    yield temp_path

    # Cleanup
    if os.path.exists(temp_path):
        os.unlink(temp_path)


@pytest.fixture
def temp_pe_like_file():
    """Create a temporary file with PE-like header for testing."""
    with tempfile.NamedTemporaryFile(delete=False, suffix=".exe") as f:
        # MZ header
        f.write(b"MZ" + b"\x00" * 58)
        # e_lfanew pointing to PE header at offset 64
        f.write(b"\x40\x00\x00\x00")
        # PE signature at offset 64
        f.write(b"PE\x00\x00")
        # Minimal COFF header (20 bytes)
        f.write(b"\x4c\x01")  # Machine (i386)
        f.write(b"\x01\x00")  # NumberOfSections
        f.write(b"\x00" * 16)  # Rest of COFF header
        temp_path = f.name

    yield temp_path

    # Cleanup
    if os.path.exists(temp_path):
        os.unlink(temp_path)


# ============================================================================
# Mock Exporter Fixtures
# ============================================================================

@pytest.fixture
def mock_print_exporter(mock_logger):
    """Create a mock PrintExporter."""
    from redb.extractors.database_exporters import PrintExporter
    exporter = PrintExporter(mock_logger, "test_index")
    return exporter


@pytest.fixture
def mock_elasticsearch_exporter(mock_logger):
    """Create a mock ElasticsearchExporter with mocked client."""
    with patch('redb.settings.get_elasticsearch_client') as mock_client:
        mock_client.return_value = Mock()
        from redb.extractors.database_exporters import ElasticsearchExporter
        exporter = ElasticsearchExporter(mock_logger, "test_index")
        return exporter


@pytest.fixture
def mock_clickhouse_exporter(mock_logger):
    """Create a mock ClickHouseExporter with mocked client."""
    with patch('redb.settings.create_clickhouse_client') as mock_client:
        mock_client.return_value = Mock()
        from redb.extractors.database_exporters import ClickHouseExporter
        exporter = ClickHouseExporter(mock_logger, "test_index", client=Mock())
        return exporter


# ============================================================================
# Mock Settings Fixtures
# ============================================================================

@pytest.fixture
def mock_settings():
    """Mock the redb.settings module."""
    with patch.multiple(
        'redb.settings',
        ELASTIC_BINARIES_COLLECTION="test_collection",
        get_elasticsearch_client=Mock(return_value=Mock()),
        create_clickhouse_client=Mock(return_value=Mock()),
    ):
        yield


# ============================================================================
# Hash Fixtures
# ============================================================================

@pytest.fixture
def known_hashes(elf_binary_content):
    """Compute known hashes for the ELF test binary."""
    return {
        'md5': hashlib.md5(elf_binary_content).hexdigest(),
        'sha1': hashlib.sha1(elf_binary_content).hexdigest(),
        'sha256': hashlib.sha256(elf_binary_content).hexdigest(),
    }


@pytest.fixture
def pe_known_hashes(pe_binary_content):
    """Compute known hashes for the PE test binary."""
    return {
        'md5': hashlib.md5(pe_binary_content).hexdigest(),
        'sha1': hashlib.sha1(pe_binary_content).hexdigest(),
        'sha256': hashlib.sha256(pe_binary_content).hexdigest(),
    }


# ============================================================================
# Sample Data Fixtures
# ============================================================================

@pytest.fixture
def sample_binary_data():
    """Sample binary data for entropy and hash testing."""
    return b"\x00\x01\x02\x03\x04\x05\x06\x07\x08\x09\x0a\x0b\x0c\x0d\x0e\x0f" * 16


@pytest.fixture
def high_entropy_data():
    """High entropy random-like data for testing."""
    import random
    random.seed(42)  # Reproducible
    return bytes(random.randint(0, 255) for _ in range(256))


@pytest.fixture
def low_entropy_data():
    """Low entropy repetitive data for testing."""
    return b"\x00" * 256


# ============================================================================
# PE Object Fixtures
# ============================================================================

@pytest.fixture
def pe_object(pe_binary_path):
    """Create a pefile PE object for testing."""
    import pefile
    try:
        pe = pefile.PE(pe_binary_path)
        yield pe
        pe.close()
    except Exception as e:
        pytest.skip(f"Failed to parse PE file: {e}")


# ============================================================================
# ELF Object Fixtures
# ============================================================================

@pytest.fixture
def elf_object(elf_binary_path):
    """Create an ELFFile object for testing."""
    from elftools.elf.elffile import ELFFile
    try:
        with open(elf_binary_path, 'rb') as f:
            elf = ELFFile(f)
            # We need to keep the file open for ELFFile to work
            yield elf
    except Exception as e:
        pytest.skip(f"Failed to parse ELF file: {e}")


# ============================================================================
# Dataclass Fixtures
# ============================================================================

@pytest.fixture
def sample_hash_dataclass():
    """Create a sample Hash dataclass."""
    from redb.models.dataclasses import Hash
    return Hash(
        md5="d41d8cd98f00b204e9800998ecf8427e",
        sha1="da39a3ee5e6b4b0d3255bfef95601890afd80709",
        sha256="e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
    )


@pytest.fixture
def sample_hashes_dataclass():
    """Create a sample Hashes dataclass."""
    from redb.models.dataclasses import Hashes
    return Hashes(
        md5="d41d8cd98f00b204e9800998ecf8427e",
        sha1="da39a3ee5e6b4b0d3255bfef95601890afd80709",
        sha256="e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
        ssdeep_hash="3::",
        tlsh_hash=""
    )


@pytest.fixture
def sample_basic_properties():
    """Create a sample BasicProperties dataclass."""
    from redb.models.dataclasses import BasicProperties
    return BasicProperties(
        filename="test.exe",
        sample_name="test.exe",
        filesize=1024,
        filetype="PE32 executable",
        filetype_mime="application/x-dosexec",
        filetype_magika="pebin",
        file_entropy=6.5
    )


# ============================================================================
# Utility Functions for Tests
# ============================================================================

def compute_entropy(data):
    """Compute entropy of data for verification in tests."""
    import math
    from collections import Counter

    if not data:
        return 0.0

    if isinstance(data, str):
        counts = Counter(data)
        frequencies = (i / len(data) for i in counts.values())
        return -sum(f * math.log(f, 2) for f in frequencies)
    else:
        occurrences = Counter(bytearray(data))
        entropy = 0
        for x in occurrences.values():
            p_x = float(x) / len(data)
            entropy -= p_x * math.log(p_x, 2)
        return entropy


# Make the function available as a fixture
@pytest.fixture
def entropy_calculator():
    """Return the entropy calculation function."""
    return compute_entropy


# ============================================================================
# Skip Markers
# ============================================================================

# Mark tests that require external tools
requires_die = pytest.mark.skipif(
    not os.path.exists("/usr/bin/diec") and not os.path.exists("/usr/local/bin/diec"),
    reason="Detect It Easy (diec) not installed"
)

requires_capa = pytest.mark.skipif(
    not os.path.exists("/usr/bin/capa") and not os.path.exists("/usr/local/bin/capa"),
    reason="capa not installed"
)

requires_floss = pytest.mark.skipif(
    not os.path.exists("/usr/bin/floss") and not os.path.exists("/usr/local/bin/floss"),
    reason="floss not installed"
)