Man Leung Wong

60 papers A* 5A 2B 9C 3Journal 30Unranked 6
YearRankTypeTitle / Venue / Authors
2024 B conf
CEC
Jing-Yu Ji, Sen Yang, Kwan-Yeung Lee, Billy Chiu, Man Leung Wong, Sam Kwong
2024 B conf
CEC
Sen Yang, Zusheng Tan, Jing-Yu Ji, Haoran Xie, Man Leung Wong, Sam Kwong
2022 J jnl
IEEE Trans. Artif. Intell.
Xieling Chen, Haoran Xie, Jingjing Wang, Zongxi Li, Gary Cheng, Man Leung Wong, Fu Lee Wang
2022 J jnl
Inf. Sci.
Jing-Yu Ji, Man Leung Wong
2022 conf
SSCI
Jing-Yu Ji, Man Leung Wong
2022 J jnl
Inf. Sci.
Jing-Yu Ji, Sanyou Zeng, Man Leung Wong
2021 J jnl
Knowl. Based Syst.
Xiaorui Qin, Yufu Chen, Yanghui Rao, Haoran Xie, Man Leung Wong, Fu Lee Wang
2021 J jnl
Inf. Sci.
Jing-Yu Ji, Man Leung Wong
2020 J jnl
Expert Syst. Appl.
Man Leung Wong, Kruy Seng, Pak-Kan Wong
2016 J jnl
Genet. Program. Evolvable Mach.
Man Leung Wong
2013 ch.
Massively Parallel Evolutionary Computation on GPGPUs
Man Leung Wong, Geng Cui
2012 J jnl
J. Manag. Inf. Syst.
Geng Cui, Man Leung Wong, Xiang Wan
2012 J jnl
Genet. Program. Evolvable Mach.
Pierre Collet, Man Leung Wong
2011 conf
GECCO (Companion)
YiJun Chen, Man Leung Wong
2010 conf
NaBIC
YiJun Chen, Man Leung Wong
2010 J jnl
Expert Syst. Appl.
Geng Cui, Man Leung Wong, Guichang Zhang
2010 ch.
Marketing Intelligent Systems Using Soft Computing
Man Leung Wong
2009 conf
GECCO (Companion)
Man Leung Wong
2008 J jnl
Decis. Support Syst.
Man Leung Wong, Yuan Yuan Guo
2007 J jnl
IEEE Intell. Syst.
Ka-Ling Fok, Tien-Tsin Wong, Man Leung Wong
2006 B conf
IEEE Congress on Evolutionary Computation
Yuan Yuan Guo, Man Leung Wong, Zhi-Hua Cai
2006 A* conf
ICDM
Man Leung Wong, Yuan Yuan Guo
2006 C conf
AICCSA
Wing-Ho Shum, Kwong-Sak Leung, Man Leung Wong
2006 B conf
IEEE Congress on Evolutionary Computation
Wing-Ho Shum, Kwong-Sak Leung, Man Leung Wong
2006 J jnl
Manag. Sci.
Geng Cui, Man Leung Wong, Hon-Kwong Lui
2006 ch.
Parallel Evolutionary Computations
Tien-Tsin Wong, Man Leung Wong
2006 B conf
IEEE Congress on Evolutionary Computation
Man Leung Wong, Tien-Tsin Wong
2005 C conf
IDEAL
Wing-Ho Shum, Kwong-Sak Leung, Man Leung Wong
2005 A* conf
ICDM
Wing-Ho Shum, Kwong-Sak Leung, Man Leung Wong
2005 B conf
Congress on Evolutionary Computation
Man Leung Wong, Tien-Tsin Wong, Ka-Ling Fok
2005 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Huidong Jin, Man Leung Wong, Kwong-Sak Leung
2005 J jnl
Pattern Recognit.
Huidong Jin, Kwong-Sak Leung, Man Leung Wong, Zongben Xu
2004 J jnl
IEEE Trans. Evol. Comput.
Man Leung Wong, Kwong-Sak Leung
2004 J jnl
Decis. Support Syst.
Man Leung Wong, Shing Yan Lee, Kwong-Sak Leung
2004 J jnl
Inf. Sci.
Huidong Jin, Wing-Ho Shum, Kwong-Sak Leung, Man Leung Wong
2003 J jnl
IEEE Trans. Syst. Man Cybern. Part B
Huidong Jin, Kwong-Sak Leung, Man Leung Wong, Zongben Xu
2003 A* conf
ICDM
Huidong Jin, Man Leung Wong, Kwong-Sak Leung
2002 A* conf
ICDM
Man Leung Wong, Shing Yan Lee, Kwong-Sak Leung
2002 A conf
GECCO
Man Leung Wong, Shing Yan Lee, Kwong-Sak Leung
2002 A* conf
ICDM
Wing-Ho Shum, Huidong Jin, Kwong-Sak Leung, Man Leung Wong
2002 B conf
IEEE Congress on Evolutionary Computation
Man Leung Wong, Shing Yan Lee, Kwong-Sak Leung
2002 J jnl
IEEE Trans. Syst. Man Cybern. Part B
Kwong-Sak Leung, Man Leung Wong, Wai Lam, Zhenyuan Wang, Kebin Xu
2002 C conf
IDEAL
Huidong Jin, Kwong-Sak Leung, Man Leung Wong
2001 J jnl
Decis. Support Syst.
Man Leung Wong
2001 J jnl
Int. J. Intell. Syst.
Kebin Xu, Zhenyuan Wang, Man Leung Wong, Kwong-Sak Leung
2000 J jnl
Fuzzy Sets Syst.
Zhenyuan Wang, Kwong-Sak Leung, Man Leung Wong, Jian Fang
2000 book
Data mining using grammar based genetic progammming and applications.
Man Leung Wong, Kwong-Sak Leung
2000 A conf
GECCO
Huidong Jin, Kwong-Sak Leung, Man Leung Wong
2000 J jnl
J. Am. Soc. Inf. Sci.
Man Leung Wong, Kwong-Sak Leung, Jack Chun Yiu Cheng
2000 J jnl
Int. J. Approx. Reason.
Zhenyuan Wang, Kwong-Sak Leung, Man Leung Wong, Jian Fang, Kebin Xu
1999 J jnl
Artif. Intell. Medicine
Po Shun Ngan, Man Leung Wong, Wai Lam, Kwong-Sak Leung, Jack Chun Yiu Cheng
1999 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Man Leung Wong, Wai Lam, Kwong-Sak Leung
1998 B conf
SMC
Kwong-Sak Leung, Man Leung Wong, Wai Lam, Zhenyuan Wang
1997 J jnl
Evol. Comput.
Man Leung Wong, Kwong-Sak Leung
1995 conf
Evolutionary Programming
Man Leung Wong, Kwong-Sak Leung
1995 B conf
ICTAI
Man Leung Wong, Kwong-Sak Leung
1995
Man Leung Wong
1995 J jnl
IEEE Expert
Man Leung Wong, Kwong-Sak Leung
1995 conf
AI*IA
Man Leung Wong, Kwong-Sak Leung
1991 J jnl
Knowl. Based Syst.
Kwong-Sak Leung, Man Leung Wong
redb/extractors/elf_extractors/elf_dependencies.py
← Index redb/extractors/elf_extractors/elf_dependencies.py python
import inspect
from datetime import datetime, timezone
from typing import Any, List, Dict

from elftools.elf.elffile import ELFFile
from elftools.common.exceptions import ELFError

from redb.extractors.enum import Tag
from redb.extractors.elf_extractor import ELFExtractor
from redb.models.dataclasses import ELFDependency


class ELFDependencyExtractor(ELFExtractor):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        elf=None,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            elf,
        )
        self.elf_dependencies = []
        self.elastic_index = self.index_prefix + "-elf_dependencies"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _map_dependency_type(self, dt_tag_str: str) -> int:
        """Map dynamic tag string to enum value."""
        type_map = {
            'DT_NEEDED': 1,
            'DT_SONAME': 14,
            'DT_RPATH': 15,
            'DT_RUNPATH': 29
        }
        return type_map.get(dt_tag_str, 0)

    def _extract_dynamic_dependencies(self, elf) -> List[Dict]:
        """Extract dependencies from the dynamic section."""
        dependencies = []

        try:
            # Get the dynamic section
            dynamic_section = elf.get_section_by_name('.dynamic')
            if not dynamic_section:
                self.log.debug("No .dynamic section found")
                return dependencies

            # Iterate through dynamic tags
            for tag in dynamic_section.iter_tags():
                dt_tag = tag.entry.d_tag

                # Handle different dependency types
                if dt_tag == 'DT_NEEDED':
                    # Required library
                    dependency_name = tag.needed
                    dependencies.append(ELFDependency(
                        dependency_name=dependency_name,
                        dependency_type=self._map_dependency_type('DT_NEEDED'),
                        dependency_type_str='NEEDED'
                    ))

                elif dt_tag == 'DT_SONAME':
                    # Shared object name
                    dependency_name = tag.soname
                    dependencies.append(ELFDependency(
                        dependency_name=dependency_name,
                        dependency_type=self._map_dependency_type('DT_SONAME'),
                        dependency_type_str='SONAME'
                    ))

                elif dt_tag == 'DT_RPATH':
                    # Runtime library search path
                    dependency_name = tag.rpath
                    dependencies.append(ELFDependency(
                        dependency_name=dependency_name,
                        dependency_type=self._map_dependency_type('DT_RPATH'),
                        dependency_type_str='RPATH'
                    ))

                elif dt_tag == 'DT_RUNPATH':
                    # Runtime library search path (newer)
                    dependency_name = tag.runpath
                    dependencies.append(ELFDependency(
                        dependency_name=dependency_name,
                        dependency_type=self._map_dependency_type('DT_RUNPATH'),
                        dependency_type_str='RUNPATH'
                    ))

        except Exception as e:
            self.log.error(f"Error extracting dynamic dependencies: {e}")

        return dependencies

    def tag(self):
        return Tag.ELF_DEPENDENCIES.value if hasattr(Tag, 'ELF_DEPENDENCIES') else "elf_dependencies"

    def extract(self):
        try:
            self.log.debug(inspect.currentframe().f_code.co_name)

            def extract_data(elf):
                # Extract dependencies - returns list of ELFDependency dataclasses
                dependencies = self._extract_dynamic_dependencies(elf)
                return dependencies

            if not self._is_elf_file():
                return None

            result = self._with_elf_file(extract_data)
            if result is None:
                return None

            self.elf_dependencies = result
            return self.elf_dependencies

        except Exception as e:
            self.log.error(f"Error extracting ELF dependencies {self.hash.sha256}: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        self.log.debug(inspect.currentframe().f_code.co_name)

        if exporter_type == "ElasticsearchExporter":
            return self.elf_dependencies
        elif exporter_type == "ClickHouseExporter":
            try:
                # Return valid empty structure if no dependencies (e.g., statically linked binary)
                # None is reserved for actual errors

                # Prepare data arrays for all dependencies
                data = []
                current_time = datetime.now(timezone.utc)
                for dep in self.elf_dependencies:
                    row = [
                        self.sha256,
                        self.md5,
                        self.sha1,
                        dep.dependency_name,
                        dep.dependency_type,
                        dep.dependency_type_str,
                        current_time
                    ]
                    data.append(row)

                column_names = [
                    'sha256', 'md5', 'sha1',
                    'dependency_name', 'dependency_type', 'dependency_type_str',
                    'analysis_date'
                ]

                if not data:
                    return None

                column_type_names = [
                    'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                    'LowCardinality(String)',
                    "Enum8('NEEDED'=1, 'SONAME'=14, 'RPATH'=15, 'RUNPATH'=29)",
                    'LowCardinality(String)',
                    'DateTime64(3, \'UTC\')'
                ]

                return (data, column_names, column_type_names)

            except Exception as e:
                self.log.error(f"Error preparing export data: {e}")
                raise

    def get_clickhouse_table(self) -> str:
        return "redb_elf_dependencies"