Man Yang

41 papers A* 1Misc 1Journal 30Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Trans. Comput. Soc. Syst.
Mingzhou Yang, Man Yang, Qiang He, Jing Gao, Keping Yu
2026 J jnl
Expert Syst. Appl.
Yadi Wang, Man Yang, Xiaoding Guo, Huiyu Mu
2026 J jnl
Pattern Recognit. Lett.
Man Yang, Zenan Huang, Wei Wang, Weidong Xiao, Xiaochao Li
2026 J jnl
CoRR
Weihua Gao, Wenlong Niu, Jie Tang, Man Yang, Jiafeng Zhang, Xiaodong Peng
2026 J jnl
Trans. Inst. Meas. Control
Man Yang, Siwen Liu, Huanqing Wang, Ben Niu, Haikuo Shen
2025 J jnl
Ecol. Informatics
Lei Guan, Enqin Liu, Man Yang, Bing Gao
2025 J jnl
NeuroImage
Jiemei Chen, Chao Li, Jiena Hong, Fei Zhao, Jiantao Zhang, Man Yang, Shengxiang Liang, Hongmei Wen
2025 J jnl
Expert Syst. Appl.
Fan Yang, Shuning Ge, Jian Liu, Ke Yan, Ao Gao, Yijie Dong, Man Yang, Wei Zhang
2025 J jnl
Comput. Electron. Agric.
Lei Guan, Enqin Liu, Man Yang, Bing Gao
2024 J jnl
J. Circuits Syst. Comput.
Yang Qiu, Man Yang
2024 conf
Living Machines (1)
Man Yang, Bas J. N. M. Drost, Dante Aviñó, Benedetta Felici, Francisco Páscoa dos Santos, Raimon Bullich Vilarrubias, Vivek Sharma, Paul F. M. J. Verschure
2024 J jnl
Int. J. Fuzzy Syst.
Miao Tong, Man Yang, Yakun Su, Ren Zhang
2024 conf
ASCC
Wei Jiang, Dewen Tong, Man Yang
2024 A* conf
ICDE
Yu Yan, Hongzhi Wang, Junfang Huang, Dake Zhong, Tao Yu, Kaixin Zhang, Man Yang, Tianqing Wang
2023 J jnl
J. Circuits Syst. Comput.
Man Yang, Haining Huang, Sijing Li, Weitai Luo, Mengzhen Chen, Ling Li, Wei Yan
2023 J jnl
J. Circuits Syst. Comput.
Weitai Luo, Haining Huang, Wei Yan, Daiyuan Wang, Man Yang, Zemin Zhang, Xiaoying Zhang, Meiyong Pan, Liyun Kong, Gengrong Zhang
2023 J jnl
Inf. Sci.
Yu Yan, Man Yang, Hongzhi Wang, Yuzhuo Wang, Tao Yu
2023 J jnl
J. Comb. Optim.
Man Yang, Tao Zhang
2023 J jnl
IEEE Access
Lipeng Gan, Runze Cao, Ning Li, Man Yang, Xiaochao Li
2023 J jnl
Comput. Ind. Eng.
Man Yang
2023 J jnl
IEEE Trans. Ind. Informatics
Zhipeng Jiao, Hongda Wang, Jianchun Xing, Qiliang Yang, Man Yang, Yutao Zhou, Jiubin Zhao
2023 J jnl
IEEE Trans. Cybern.
Huanqing Wang, Miao Tong, Xudong Zhao, Ben Niu, Man Yang
2023 J jnl
CoRR
Yu Yan, Hongzhi Wang, Junfang Huang, Dake Zhong, Man Yang, Kaixin Zhang, Tao Yu, Tianqing Wang
2023 conf
ICBDT
Xin-Yu Xiao, Man Yang, Yaqi Huang, Longhui Zhang, Qianqi Wang
2022 conf
HBAI@IJCAI
Xiaolin Xiao, Shengfu Wen, Jin Han, Man Yang, Erwei Yin, Minpeng Xu, Dong Ming
2022 conf
HCI (37)
Hua Li, Fan Chen, Man Yang
2022 J jnl
CoRR
Yu Yan, Man Yang, Hongzhi Wang, Yuzhuo Wang
2022 J jnl
IEEE Access
Baoyu Li, Guoxing Li, Guiyu Wang, Guofeng Zhang, Man Yang
2022 conf
ICCSIE
Yuanmin Huang, Ming Yi, Weihang Yang, Man Yang
2021 J jnl
Complex.
Man Yang, Qiang Zhang, Ke Xu, Ming Chen
2021 J jnl
IEEE Access
Xiaochao Li, Jianhao Zhan, Man Yang
2021 conf
CAA SAFEPROCESS
Man Yang, Guangwu Chen, Zongshou Wei
2021 J jnl
Ind. Manag. Data Syst.
Huiying Zhang, Man Yang, Baofeng Huo
2021 J jnl
Comput. Ind. Eng.
Man Yang, Tao Zhang, Chuanxu Wang
2020 J jnl
IEEE Access
Jianwei Lei, Binghan Xue, Hongyuan Fang, Yinping Li, Man Yang
2020 J jnl
IEEE Access
Hongda Wang, Man Yang, Lihua Jiang, Jianchun Xing, Qiliang Yang, Fuyong Yan
2019 J jnl
Complex.
Hongyuan Fang, Jianwei Lei, Man Yang, Ziwei Li
2019 J jnl
IEEE Access
Man Yang, Hongyuan Fang, Fuming Wang, Heyang Jia, Jianwei Lei, Di Zhang
2010 conf
ISICA (1)
Huagang He, Man Yang, Ling Qian
2009 Misc conf
ICDCN
Bo Li, Jun Chen, Man Yang, Erfei Wang
2008 conf
CSSE (3)
Bo Li, Jun Chen, Man Yang, Erfei Wang
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"