Weimin Yang

22 papers A* 1Journal 13Unranked 7
YearRankTypeTitle / Venue / Authors
2025 A* conf
ICLR
Zhaolin Hu, Yixiao Zhou, Zhongan Wang, Xin Li, Weimin Yang, Hehe Fan, Yi Yang
2025 J jnl
Simul. Model. Pract. Theory
Zhiyuan Zhang, Weimin Yang, Meixia Wang, Linkun Jin, Xuan Song, Enming Zhang, Cong Tian, Fengqiang Gong
2025 conf
ICAR
Deqing Song, Weimin Yang, Maryam Rezayati, Hans Wernher van de Venn
2025 J jnl
CoRR
Deqing Song, Weimin Yang, Maryam Rezayati, Hans Wernher van de Venn
2025 J jnl
Symmetry
Yuxuan Tang, Hemin Hu, Yumei Ding, Tao Wang, Pengcheng Xie, Weimin Yang
2024 J jnl
Array
Haiyan Wang, Weimin Yang, Wenying Feng, Liyi Zeng, Zhaoquan Gu
2024 conf
NAACL-HLT (Findings)
Song He, Xin Peng, Yihan Cai, Xin Li, Zhiqing Yuan, Wenli Du, Weimin Yang
2022 conf
ICCIR
Siqi Shi, Weimin Yang, Jin Zhan
2022 J jnl
Neural Comput. Appl.
Lili Gao, Xiaopeng Deng, Weimin Yang
2022 conf
ROBIO
Senwei Xiang, Weimin Yang, Ting Wang
2021 J jnl
J. Sensors
Weimin Yang, Lili Gao
2021 J jnl
IEEE Trans. Cybern.
Tianheng Song, Dazi Li, Weimin Yang, Kotaro Hirasawa
2021 conf
ICIT
Yuan Yu, Huaisong Wu, Youzhi Liu, Weimin Yang, Zhiwei Jiao
2020 conf
ICIRA
Xiu Zhang, Meng Yu, Weimin Yang, Yuan Yu, Yumei Ding, Zhiwei Jiao
2020 J jnl
IEEE Access
Fangfang Yin, Kaifang Dang, Weimin Yang, Yumei Ding, Pengcheng Xie
2020 J jnl
Sensors
Yuan Yu, Jinsheng Ren, Qi Zhang, Weimin Yang, Zhiwei Jiao
2019 J jnl
Sensors
Yubo Wang, Weimin Yang, Zheng Wang, Wenjun Zhou, Liang Li, Hongsen Zou
2019 J jnl
IEEE Access
Tianheng Song, Dazi Li, Zhiyin Liu, Weimin Yang
2019 J jnl
J. Vis.
Weimin Yang, Yubo Tao, Hai Lin
2015 ed.
RiTA
Jong-Hwan Kim, Weimin Yang, Jun Jo, Peter Sincak, Hyun Myung
2007 J jnl
Comput. Chem. Eng.
Shunliang Jiang, Zhiguo Wang, Goufa Zhou, Weimin Yang
2006 conf
ISDA (3)
Weimin Yang, Dongmei Lv
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"