Wei Zhang

20 papers B 1Journal 11Unranked 8
YearRankTypeTitle / Venue / Authors
2016 conf
IFTC
Kanghua Zhu, Yongfang Wang, Jian Wu, Yun Zhu, Wei Zhang
2015 J jnl
J. Intell. Robotic Syst.
Xiangyang Li, Xiangzhong Fang, Ci Wang, Wei Zhang
2014 conf
SPAC
Wei Zhang, Xinge You
2013 J jnl
IEEE Trans. Consumer Electron.
Yongfang Wang, Wei Zhang, Zhaoyang Zhang, Ping An
2012 conf
IFTC
Yongfang Wang, Wei Zhang, Ping An, Zhaoyang Zhang
2012 J jnl
IEEE Trans. Intell. Transp. Syst.
Wei Zhang, Q. M. Jonathan Wu, Guanghui Wang, Xinge You
2010 J jnl
IEEE Trans. Multim.
Wei Zhang, Q. M. Jonathan Wu, Guanghui Wang, Hai Bing Yin
2010 J jnl
J. Vis. Commun. Image Represent.
Wei Zhang, Q. M. Jonathan Wu, Guanghui Wang, Xinge You, Yongfang Wang
2010 J jnl
Digit. Signal Process.
Wei Zhang, Q. M. Jonathan Wu, Hai Bing Yin
2009 conf
ACCV (1)
Wei Zhang, Q. M. Jonathan Wu, Guanghui Wang
2008 B conf
ICPR
Wei Zhang, Q. M. Jonathan Wu, Guanghui Wang
2008 conf
CRV
Guanghui Wang, Q. M. Jonathan Wu, Wei Zhang
2008 conf
RobVis
Guanghui Wang, Q. M. Jonathan Wu, Wei Zhang
2008 J jnl
Pattern Recognit. Lett.
Guanghui Wang, Q. M. Jonathan Wu, Wei Zhang
2008 J jnl
IEEE Trans. Intell. Transp. Syst.
Wei Zhang, Q. M. Jonathan Wu, Xiaokang Yang, Xiangzhong Fang
2007 J jnl
IEEE Trans. Multim.
Wei Zhang, Xiangzhong Fang, Xiaokang Yang, Q. M. Jonathan Wu
2007 J jnl
J. Electronic Imaging
Wei Zhang, Xiangzhong Fang, Xiaokang Yang, Q. M. Jonathan Wu
2006 conf
ICPR (1)
Wei Zhang, Xiangzhong Fang, Yi Xu
2006 conf
ICPR (4)
Wei Zhang, Xiangzhong Fang, Xiaokang Yang
2006 J jnl
Pattern Recognit. Lett.
Wei Zhang, Xiangzhong Fang, Xiaokang Yang
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"