Weilin Yuan

21 papers A 1B 1C 4Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Haodong Yan, Zhide Zhong, Jiaguan Zhu, Junjie He, Weilin Yuan, Wenxuan Song, Xin Gong, Yingjie Cai, Guanyi Zhao, Xu Yan, Bingbing Liu, Ying-Cong Chen, Haoang Li
2025 J jnl
IEEE Robotics Autom. Lett.
Jiaxing Chen, Ao Ma, Shaofei Chen, Weilin Yuan, Zhenzhen Hu, Peng Li
2025 J jnl
CoRR
Haodong Yan, Hang Yu, Zhide Zhong, Weilin Yuan, Xin Gong, Zehang Luo, Chengxi Heyu, Junfeng Li, Wenxuan Song, Shunbo Zhou, Haoang Li
2025 B conf
SMC
Weilin Yuan, Zhenzhen Hu, Jiaxing Chen, Shaofei Chen, Weiwei Zhao, Lina Lu
2024 A conf
IROS
Jiaxing Chen, Weilin Yuan, Shaofei Chen, Furong Liu, Ao Ma, Zhenzhen Hu, Peng Li
2024 J jnl
Frontiers Inf. Technol. Electron. Eng.
Weilin Yuan, Jiaxing Chen, Shaofei Chen, Dawei Feng, Zhenzhen Hu, Peng Li, Weiwei Zhao
2024 J jnl
Knowl. Based Syst.
Peng Li, Shaofei Chen, Weilin Yuan, Zhenzhen Hu, Jing Chen
2023 J jnl
Neurocomputing
Weilin Yuan, Shaofei Chen, Peng Li, Jing Chen
2023 J jnl
Patterns
Weilin Yuan, Yusuke Hibi, Ryo Tamura, Masato Sumita, Yasuyuki Nakamura, Masanobu Naito, Koji Tsuda
2021 conf
CICAI
Zhenzhen Hu, Jing Chen, Wanpeng Zhang, Shaofei Chen, Weilin Yuan, Junren Luo, Jiahui Xu, Xiang Ji
2020 J jnl
IEEE Access
Wei Gao, Junren Luo, Wanpeng Zhang, Weilin Yuan, Zhiyong Liao
2020 conf
CENTERIS/ProjMAN/HCist
Teng Zhang, Shuai Xie, Jinghui Fan, Bo Huang, Qun Wang, Weilin Yuan, Hongli Zhao, Jianping Chen, Hongzhou Li, Guang Liu, Liqiang Tong, Joaquim João Sousa
2020 J jnl
IEEE Access
Zhiyong Liao, Yu Zhang, Junren Luo, Weilin Yuan
2020 conf
CENTERIS/ProjMAN/HCist
Chuan Wang, Jinghui Fan, Qun Wang, Weilin Yuan, Jienan Tu, Hongli Zhao, Bo Huang, Hongzhou Li, Huaguo Huang, Guang Liu, Joaquim João Sousa
2019 J jnl
Int. J. Digit. Earth
Qun Wang, Jinghui Fan, Wei Zhou, Liqiang Tong, Zhaocheng Guo, Guang Liu, Weilin Yuan, Joaquim João Sousa, Zbigniew Perski
2019 J jnl
Remote. Sens.
Jinghui Fan, Qun Wang, Guang Liu, Lu Zhang, Zhaocheng Guo, Liqiang Tong, Junhuan Peng, Weilin Yuan, Wei Zhou, Jin Yan, Zbigniew Perski, Joaquim João Sousa
2016 C conf
IGARSS
Weilin Yuan, Yan Ma, Shengwei Liu
2011 J jnl
IEEE Trans. Geosci. Remote. Sens.
Xinyi Shen, Yang Hong, Qiming Qin, Weilin Yuan, Sheng Chen, Shaohua Zhao, T. Grout
2010 C conf
IGARSS
Weilin Yuan, Qiming Qin, Shihong Du, Xinyi Shen, Hongbo Jiang, Yan Ma, Shixiong Liu
2010 C conf
IGARSS
Jun Li, Qiming Qin, Haijian Ma, Weilin Yuan
2010 C conf
IGARSS
Hongbo Jiang, Qiming Qin, Jun Li, Shaohua Zhao, Heng Dong, Weilin Yuan, Rongbo Cui
redb/extractors/macho_extractors/macho_imports.py
← Index redb/extractors/macho_extractors/macho_imports.py python
import inspect
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.macho_extractor import MachOExtractor
from redb.models.dataclasses import MachOImport


class MachOImportExtractor(MachOExtractor):

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

    def tag(self):
        return Tag.MACHO_IMPORT.value

    def _extract_imports(self, arch_name=None):
        """Extract import information from the MachO binary for a specific architecture.

        Handles machofile v2026.2.4+ API where get_imported_functions() returns:
        Dict[str, List[Dict]] where each dict has {'name': str, 'sources': [str, ...]}
        """
        self.log.debug(inspect.currentframe().f_code.co_name)

        if not self.macho:
            return None

        try:
            # Get imported functions using API for specific architecture
            imported_functions = self.macho.get_imported_functions(arch=arch_name)
            if not imported_functions:
                return None

            # Keep the library→functions mapping (like PE does)
            library_names = []
            imports_with_mapping = []  # List of {library: [(name, source), ...]}

            for dylib_name, functions in imported_functions.items():
                # v2026.2.4+: dylib_name is already str, but handle bytes for compatibility
                if isinstance(dylib_name, bytes):
                    dylib_name = dylib_name.decode('utf-8', errors='replace')
                library_names.append(dylib_name)

                # Process function entries
                func_list = []
                for func_entry in functions:
                    # v2026.2.4+: func_entry is {'name': str, 'sources': [str, ...]}
                    if isinstance(func_entry, dict):
                        func_name = func_entry.get('name', '')
                        # Join sources if multiple, take first if single
                        sources = func_entry.get('sources', [])
                        import_source = sources[0] if sources else None
                        func_list.append((func_name, import_source))
                    else:
                        # Legacy format: func_entry is str or bytes
                        if isinstance(func_entry, bytes):
                            func_entry = func_entry.decode('utf-8', errors='replace')
                        func_list.append((func_entry, None))

                imports_with_mapping.append({dylib_name: func_list})

            # Count total functions
            total_functions = sum(len(list(d.values())[0]) for d in imports_with_mapping)

            # Create import dataclass with mapping preserved
            macho_import = MachOImport(
                macho_imports_total=total_functions,
                macho_import_libraryName=library_names if library_names else None,
                macho_import_functions=imports_with_mapping if imports_with_mapping else None
            )

            return macho_import

        except Exception as e:
            self.log.error(f"Error extracting MachO imports for arch {arch_name}: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            # Get architectures (macho is already parsed in base class)
            architectures = self.macho.get_architectures()
            if len(architectures) > 1:
                # FAT binary - return list of imports for each architecture
                results = []
                for arch_name in architectures:
                    imports = self._extract_imports(arch_name)
                    if imports:
                        imports.arch_identifier = arch_name
                        results.append(imports)
                return results
            else:
                # Single architecture - return single result
                return self._extract_imports(architectures[0] if architectures else None)
        except Exception as e:
            self.log.error(f"Error extracting MachO imports: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.extract()
        elif exporter_type == "ClickHouseExporter":
            if not self.macho:
                return None

            # Get architectures (macho is already parsed in base class)
            try:
                architectures = self.macho.get_architectures()
                is_fat = len(architectures) > 1
            except Exception as e:
                self.log.error(f"Could not get architectures: {e}")
                return None

            # Flatten the data - one row per function import (like PE imports)
            data = []
            current_time = datetime.now(timezone.utc)

            # Loop through each architecture (1 for single, multiple for FAT)
            for arch_name in architectures:
                # Get architecture-specific sha256
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_header_raw = self.macho.get_macho_header(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)
                    arch_cputype_raw = arch_header_raw.get('cputype', 0) if arch_header_raw else 0
                except Exception as e:
                    self.log.warning(f"Could not get arch-specific data for {arch_name}: {e}")
                    arch_sha256 = self.sha256
                    arch_cputype_raw = 0

                # Get imports for this architecture
                macho_import = self._extract_imports(arch_name)
                if not macho_import or not macho_import.macho_import_functions:
                    continue

                # Flatten to one row per (library, function) pair
                for lib_funcs in macho_import.macho_import_functions:
                    for lib, funcs in lib_funcs.items():
                        for func_name, import_source in funcs:
                            data.append([
                                arch_sha256,        # sha256 (arch-specific)
                                lib,                # library_name
                                func_name,          # function_name
                                import_source,      # import_source (chained_fixups, bind_opcodes, symtab)
                                current_time,       # analysis_date
                            ])

            column_names = [
                'sha256',
                'library_name', 'function_name', 'import_source',
                'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)',
                'LowCardinality(String)', 'LowCardinality(String)', 'LowCardinality(Nullable(String))',
                'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

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