Kaigui Wu

53 papers A 1B 3C 4Misc 5Journal 17Unranked 23
YearRankTypeTitle / Venue / Authors
2025 B conf
SMC
Chenglin Fang, Kaigui Wu
2025 Misc conf
ICASSP
Long Zeng, Mingwei Zhu, Kaigui Wu, Zefang Li
2024 J jnl
CoRR
Chenglin Fang, Kaigui Wu
2023 conf
ICANN (6)
Hongzhi Hua, Ruiwei Zhao, Guixuan Wen, Kaigui Wu
2023 B conf
IJCNN
Hongzhi Hua, Guixuan Wen, Kaigui Wu
2023 J jnl
CoRR
Long Zeng, Kaigui Wu
2023 B conf
IJCNN
Fucheng Wang, Yunfei Yin, Faliang Huang, Kaigui Wu
2022 J jnl
CoRR
Hongzhi Hua, Guixuan Wen, Kaigui Wu
2022 J jnl
CoRR
Guixuan Wen, Kaigui Wu
2022 J jnl
CoRR
Hongzhi Hua, Kaigui Wu, Guixuan Wen
2021 C conf
ACML
Guixuan Wen, Kaigui Wu
2021 J jnl
IEEE Access
Yu Huang, Kaigui Wu, Ming Chen
2020 J jnl
IEEE Access
Jinmingwu Jiang, Kaigui Wu
2020 A conf
AAMAS
Jinmingwu Jiang, Kaigui Wu
2019 J jnl
CoRR
Jinmingwu Jiang, Kaigui Wu
2019 J jnl
CoRR
Jinmingwu Jiang, Kaigui Wu
2016 Misc conf
UCC
Shoukun Wang, Kaigui Wu, Changze Wu
2016 C conf
CollaborateCom
Xin Zhang, Changze Wu, Kaigui Wu
2016 conf
HPCC/SmartCity/DSS
Xuemei Yuan, Kaigui Wu, Changze Wu
2014 J jnl
J. Comput.
Fang Li, Changze Wu, Kaigui Wu, Jie Xu
2013 conf
HPCC/EUC
Qiang Li, Kaigui Wu, Fang Li
2013 J jnl
Comput. Ind. Eng.
Pan He, Kaigui Wu, Jie Xu, Junhao Wen, Zhuo Jiang
2013 J jnl
Future Gener. Comput. Syst.
Kaigui Wu, Changze Wu
2012 J jnl
Ad Hoc Sens. Wirel. Networks
Lu Liu, Jie Xu, Nick Antonopoulos, Jianxin Li, Kaigui Wu
2012 J jnl
J. Softw.
Pan He, Junhao Wen, Kaigui Wu, Peng Li, Haijun Ren
2011 J jnl
J. Softw.
Ming Chen, Kaigui Wu, Jie Xu, Jianjun Du
2011 conf
CHINACOM
Lei Chen, Kaigui Wu, Xiaoyu Yang
2011 conf
CHINACOM
Zhenxing Liu, Harjinder Singh Lallie, Lu Liu, Yongzhao Zhan, Kaigui Wu
2011 conf
ChinaGrid
Changze Wu, Kaigui Wu, Jiaguo Zeng, Xiang Chen
2011 J jnl
IET Commun.
Lu Liu, Nick Antonopoulos, Jie Xu, David Webster, Kaigui Wu
2011 Misc conf
CISIS
Pan He, Kaigui Wu, Junhao Wen, Jie Xu
2011 conf
CHINACOM
Pan He, Kaigui Wu, Qi Xie, Jie Xu
2011 Misc conf
CISIS
Qi Xie, Kaigui Wu, Jie Xu
2011 conf
CHINACOM
Minghui Li, Kaigui Wu, Lu Liu
2011 Misc conf
CISIS
Changze Wu, Kaigui Wu, Ming Chen
2010 C conf
ICICS
Ming Chen, Kaigui Wu, Jie Xu, Pan He
2010 conf
ISORC Workshops
Lu Liu, Jie Xu, Kaigui Wu
2010 J jnl
Frontiers Comput. Sci. China
Yong Feng, Zhongfu Wu, Jiang Zhong, Chunxiao Ye, Kaigui Wu
2010 conf
ChinaGrid
Ming Chen, Kaigui Wu, Changze Wu, Zhongfu Wu
2010 conf
ICICA (LNCS)
Ming Chen, Kaigui Wu, Jie Xu
2010 conf
ADMA (2)
Changze Wu, Kaigui Wu, Li Feng, Dong Tian
2010 conf
ADMA (2)
Qi Xie, Kaigui Wu, Jie Xu, Pan He, Min Chen
2010 C conf
ISORC
Kaigui Wu, Changze Wu, Lu Liu, Jie Xu
2009 conf
ISNN (2)
Yong Feng, Zhongfu Wu, Jiang Zhong, Chunxiao Ye, Kaigui Wu
2009 conf
AP2PS
Lu Liu, Jie Xu, Duncan Russell, K. P. Lam, Zongyang Luo, Kaigui Wu, Dave Collins
2009 conf
ChinaGrid
Changze Wu, Kaigui Wu, Ming Chen, Chunxiao Ye
2008 conf
NAS
Dong Tian, Kaigui Wu, Xueming Li
2008 conf
NAS
Yong Feng, Zhongfu Wu, Jiang Zhong, Chunxiao Ye, Kaigui Wu
2008 conf
ICIC (2)
Yong Feng, Zhongfu Wu, Jiang Zhong, Chunxiao Ye, Kaigui Wu
2008 conf
ChinaGrid
Ming Chen, Kaigui Wu, Qi Xie, Zhongfu Wu
2007 conf
ISNN (2)
Yong Feng, Jiang Zhong, Zhongyang Xiong, Chunxiao Ye, Kaigui Wu
2005 conf
ICNC (2)
Jiang Zhong, Zhongfu Wu, Kaigui Wu, Ling Ou, Zheng-Zhou Zhu, Ying Zhou
2005 conf
ISNN (3)
Yong Feng, Kaigui Wu, Zhongfu Wu, Zhongyang Xiong
redb/extractors/elf_extractors/elf_imports.py
← Index redb/extractors/elf_extractors/elf_imports.py python
import inspect
from datetime import datetime, timezone
from typing import Any, List, Set

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 ELFImport


class ELFImportExtractor(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_imports = None
        self.elastic_index = self.index_prefix + "-elf_imports"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _get_import_libraries(self, elf) -> List[str]:
        """Extract imported libraries from dynamic section."""
        libraries = []

        try:
            # Get the dynamic section
            dynamic_section = elf.get_section_by_name('.dynamic')
            if not dynamic_section:
                return libraries

            # Extract DT_NEEDED entries (required libraries)
            for tag in dynamic_section.iter_tags():
                if tag.entry.d_tag == 'DT_NEEDED':
                    libraries.append(tag.needed)

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

        return libraries

    def _get_imported_functions_from_symbols(self, elf) -> Set[str]:
        """Extract imported functions from dynamic symbol table."""
        imported_functions = set()

        try:
            # Get the dynamic symbol table
            dynsym_section = elf.get_section_by_name('.dynsym')
            if not dynsym_section or not hasattr(dynsym_section, 'iter_symbols'):
                return imported_functions

            # Look for undefined symbols (imports)
            for symbol in dynsym_section.iter_symbols():
                # Check if symbol is undefined (imported)
                if (symbol.entry.get('st_shndx', 0) == 'SHN_UNDEF' and
                    symbol.name and
                    symbol.entry.get('st_info', {}).get('bind') in ['STB_GLOBAL', 'STB_WEAK']):
                    imported_functions.add(symbol.name)

        except Exception as e:
            self.log.error(f"Error extracting imported functions from symbols: {e}")

        return imported_functions

    def _get_imported_functions_from_relocations(self, elf) -> Set[str]:
        """Extract imported functions from relocation sections."""
        imported_functions = set()

        try:
            # Look through relocation sections
            for section in elf.iter_sections():
                if hasattr(section, 'iter_relocations'):
                    try:
                        for relocation in section.iter_relocations():
                            # Get symbol associated with relocation
                            if hasattr(relocation, 'symbol') and relocation.symbol:
                                symbol_name = relocation.symbol.name
                                if symbol_name:
                                    imported_functions.add(symbol_name)
                    except Exception as e:
                        self.log.debug(f"Could not process relocations in section {section.name}: {e}")

        except Exception as e:
            self.log.error(f"Error extracting imported functions from relocations: {e}")

        return imported_functions

    def _get_plt_functions(self, elf) -> Set[str]:
        """Extract functions from PLT (Procedure Linkage Table) sections."""
        plt_functions = set()

        try:
            # Look for PLT-related sections
            plt_sections = ['.plt', '.plt.got', '.plt.sec']

            for section_name in plt_sections:
                section = elf.get_section_by_name(section_name)
                if section:
                    # PLT functions are typically associated with relocations
                    # We'll get them from the relocation analysis
                    pass

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

        return plt_functions

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

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

            def extract_data(elf):
                # Extract import libraries
                import_libraries = self._get_import_libraries(elf)

                # Extract imported functions from multiple sources
                imported_functions = set()

                # From dynamic symbols
                symbol_imports = self._get_imported_functions_from_symbols(elf)
                imported_functions.update(symbol_imports)

                # From relocations
                relocation_imports = self._get_imported_functions_from_relocations(elf)
                imported_functions.update(relocation_imports)

                # From PLT
                plt_imports = self._get_plt_functions(elf)
                imported_functions.update(plt_imports)

                # Convert to sorted lists for consistent output
                import_libraries_list = sorted(list(set(import_libraries)))
                import_functions_list = sorted(list(imported_functions))

                # Return ELFImport dataclass
                return ELFImport(
                    elf_imports_total=len(import_functions_list),
                    elf_import_libraries=import_libraries_list,
                    elf_import_functions=import_functions_list,
                )

            if not self._is_elf_file():
                return None

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

            self.elf_imports = result
            return self.elf_imports

        except Exception as e:
            self.log.error(f"Error extracting ELF imports {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_imports
        elif exporter_type == "ClickHouseExporter":
            try:
                if not self.elf_imports:
                    return None

                # Prepare data array
                data = [[
                    self.sha256,
                    self.md5,
                    self.sha1,
                    self.elf_imports.elf_imports_total,
                    self.elf_imports.elf_import_libraries,
                    self.elf_imports.elf_import_functions,
                    datetime.now(timezone.utc)
                ]]

                column_names = [
                    'sha256', 'md5', 'sha1',
                    'elf_imports_total',
                    'elf_import_libraries',
                    'elf_import_functions',
                    'analysis_date'
                ]

                column_type_names = [
                    'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                    'UInt32',
                    'Array(LowCardinality(String))',
                    'Array(LowCardinality(String))',
                    'DateTime64(3, \'UTC\')'
                ]

                if not data:
                    return None

                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_imports"