Wei Yang

48 papers A* 1A 2B 1Journal 41Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Trans. Emerg. Top. Comput. Intell.
Zilong Wang, Zishan Xu, Wei Yang, Wei Chen, Yunyue Li, Hongxian Tian, Jueting Liu, Tingting Xu, Zehua Wang
2025 J jnl
Multim. Syst.
Wei Yang, Shuai Wang, Jiaqi Wu, Wei Chen, Zijian Tian
2025 conf
ICIC (9)
Zilong Wang, Wei Yang, Hongxian Tian, Zishan Xu, Wei Chen, Jueting Liu, Tingting Xu, Zehua Wang
2025 J jnl
IEEE Internet Things J.
Zilong Wang, Wei Yang, Zishan Xu, Wei Chen, Jueting Liu, Tingting Xu, Zehua Wang, Victor C. M. Leung
2025 J jnl
IEEE Internet Things J.
Zijian Tian, Xinlong Li, Hailan Zhang, Wei Chen, Wei Yang, Zehua Wang, Fei Richard Yu, Victor C. M. Leung
2024 conf
ICIC (6)
Zilong Wang, Zishan Xu, Wei Yang, Wei Chen, Yuyu Yang
2024 J jnl
Complex Intell. Syst.
Wei Yang, Shuai Wang, Jiaqi Wu, Wei Chen, Zijian Tian
2023 J jnl
IEEE Access
Liya Zhang, Wei Yang, Bonan Hao, Zhifang Yang, Qing Zhao
2023 J jnl
Sensors
Qing Zhao, Wei Yang, Liya Zhang
2022 J jnl
IEEE Access
Qing Zhao, Wei Yang, Liya Zhang
2021 J jnl
IEEE Access
Wenlong Tian, Wei Yang, Xiaotao Shao
2021 J jnl
IEEE Access
Wenlong Tian, Wei Yang, Xiaotao Shao
2021 J jnl
Sensors
Xiaotao Shao, Qing Wang, Wei Yang, Yun Chen, Yi Xie, Yan Shen, Zhongli Wang
2021 A conf
IROS
Dongjiang Li, Jinyu Miao, Xuesong Shi, Yuxin Tian, Qiwei Long, Tianyu Cai, Ping Guo, Hongfei Yu, Wei Yang, Haosong Yue, Qi Wei, Fei Qiao
2020 J jnl
IEEE Access
Dongjiang Li, Wei Yang, Xuesong Shi, Dan Guo, Qiwei Long, Fei Qiao, Qi Wei
2020 J jnl
Sensors
Yipeng Wang, Wei Yang, Ruisong Han, Linsen Xu, Haojiang Zhao
2020 A* conf
ICRA
Xuesong Shi, Dongjiang Li, Pengpeng Zhao, Qinbin Tian, Yuxin Tian, Qiwei Long, Chunhao Zhu, Jingwei Song, Fei Qiao, Le Song, Yangquan Guo, Zhigang Wang, Yimin Zhang, Baoxing Qin, Wei Yang, Fangshi Wang, Rosa H. M. Chan, Qi She
2020 A conf
IROS
Dongjiang Li, Xuesong Shi, Qiwei Long, Shenghui Liu, Wei Yang, Fangshi Wang, Qi Wei, Fei Qiao
2020 J jnl
CoRR
Dongjiang Li, Xuesong Shi, Qiwei Long, Shenghui Liu, Wei Yang, Fangshi Wang, Qi Wei, Fei Qiao
2020 J jnl
Int. J. Distributed Sens. Networks
Yipeng Wang, Wei Yang, Ruisong Han, Tao Wu, Haojiang Zhao
2020 J jnl
CoRR
Dongjiang Li, Jinyu Miao, Xuesong Shi, Yuxin Tian, Qiwei Long, Ping Guo, Hongfei Yu, Wei Yang, Haosong Yue, Qi Wei, Fei Qiao
2019 J jnl
CoRR
Xuesong Shi, Dongjiang Li, Pengpeng Zhao, Qinbin Tian, Yuxin Tian, Qiwei Long, Chunhao Zhu, Jingwei Song, Fei Qiao, Le Song, Yangquan Guo, Zhigang Wang, Yimin Zhang, Baoxing Qin, Wei Yang, Fangshi Wang, Rosa H. M. Chan, Qi She
2018 J jnl
Sensors
Yipeng Wang, Wei Yang, Ruisong Han, Kaiming You
2018 J jnl
Wirel. Networks
Jingjing Xu, Wei Yang, Yuxin Tan, Young-Il Kim
2018 J jnl
Sensors
Ruisong Han, Wei Yang, Li Zhang
2017 J jnl
Sensors
Ruisong Han, Wei Yang, Yipeng Wang, Kaiming You
2016 J jnl
Sensors
Ruisong Han, Wei Yang, Kaiming You
2016 conf
ISWCS
Ruisong Han, Li Zhang, Wei Yang
2015 J jnl
Wirel. Networks
Wei Yang, Linyuan Zhang, Zhenhua Yang, Changlong Xu, Young-Il Kim
2015 J jnl
Sensors
Jingjing Xu, Wei Yang, Linyuan Zhang, Ruisong Han, Xiaotao Shao
2015 J jnl
Sensors
Kaiming You, Wei Yang, Ruisong Han
2014 J jnl
J. Networks
Guo H. Lei, Ting T. Liu, Wei Yang, Young-Il Kim
2014 J jnl
Sensors
Yu Zhang, Wei Yang, Dongsheng Han, Young-Il Kim
2014 J jnl
Wirel. Pers. Commun.
Yuefeng Peng, Wei Yang, Yuan Zhu, Xiaogang Chen
2013 J jnl
Wirel. Pers. Commun.
Yuefeng Peng, Wei Yang, Yuan Zhu, Young-Il Kim
2013 J jnl
J. Networks
Ting T. Liu, Wei Yang, Chang L. Xu, Young-Il Kim
2013 J jnl
Wirel. Pers. Commun.
Wei Yang, Zhenhua Yang, Changlong Xu
2013 J jnl
Wirel. Pers. Commun.
Yuefeng Peng, Wei Yang, Yuan Zhu, Young-Il Kim
2013 J jnl
IEICE Trans. Commun.
Yuefeng Peng, Wei Yang, Candy Yiu, Yujian Zhang, Hongwen Yang
2013 J jnl
Wirel. Commun. Mob. Comput.
Wei Yang, Yi Gong, Changlong Xu
2012 J jnl
Wirel. Pers. Commun.
Wei Yang, Jun-Ying Liu, Changlong Xu, Shi-Xin Cheng
2012 B conf
PIMRC
Yuefeng Peng, Wei Yang, Yujian Zhang, Yuan Zhu
2010 J jnl
Wirel. Pers. Commun.
Wei Yang, Junshi Chen, Zhenhui Tan, Shi-Xin Cheng
2009 J jnl
Sci. China Ser. F Inf. Sci.
Changlong Xu, Wei Yang, Weichen Ye
2009 J jnl
Wirel. Pers. Commun.
Changlong Xu, Yi Gong, Wei Yang
2007 J jnl
Wirel. Pers. Commun.
Wei Yang, Jun-Ying Liu, Junshi Chen, Zhenhui Tan, Shi-Xin Cheng
2007 J jnl
Wirel. Pers. Commun.
Wei Yang, Junshi Chen, Zhenhui Tan, Shi-Xin Cheng
2006 J jnl
Signal Process.
Wei Yang, Jun-Ying Liu, Shi-Xin Cheng
redb/extractors/macho_extractors/macho_features.py
← Index redb/extractors/macho_extractors/macho_features.py python
import inspect
import json
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 MachO


class MachOFeaturesExtractor(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_features"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_macho_features_for_arch(self, arch_name):
        """Extract basic MachO features for a specific architecture."""
        self.log.debug(inspect.currentframe().f_code.co_name)

        if not self.macho:
            return None

        try:
            # Get general info using new API
            general_info = self.macho.get_general_info()
            if not general_info:
                return None

            # Get header info for this specific architecture
            header_raw = self.macho.get_macho_header(arch=arch_name)
            header_formatted = self.macho.get_macho_header(arch=arch_name, formatted=True)

            if not header_raw or not header_formatted:
                return None

            # Get entry point using new API
            entry_point = None
            try:
                entry_point_info = self.macho.get_entry_point(arch=arch_name)
                if entry_point_info:
                    if isinstance(entry_point_info, dict):
                        entry_point = entry_point_info.get('entryoff') or entry_point_info.get('entry_address')
                    else:
                        entry_point = entry_point_info
            except Exception as e:
                self.log.debug(f"No entry point found: {e}")

            # Get UUID using new API
            uuid = None
            try:
                uuid_info = self.macho.get_uuid(arch=arch_name)
                if uuid_info:
                    uuid = str(uuid_info)
            except Exception as e:
                self.log.debug(f"No UUID found: {e}")

            # Get version info using new API with formatting
            version_info = None
            version_info_str = None
            try:
                version_info = self.macho.get_version_info(arch=arch_name)
                version_info_str = self.macho.get_version_info(arch=arch_name, formatted=True)
            except Exception as e:
                self.log.debug(f"No version info found: {e}")

            # Get segments using new API
            segments = self.macho.get_segments(arch=arch_name)
            number_of_segments = len(segments) if segments else 0

            # Get dylib info using new API
            dylib_names = self.macho.get_dylib_names(arch=arch_name)
            number_of_dylibs = len(dylib_names) if dylib_names else 0

            # Count imports using new API
            imported_functions = self.macho.get_imported_functions(arch=arch_name)
            number_of_imports = sum(len(funcs) for funcs in imported_functions.values()) if imported_functions else 0

            # Count exports using new API
            exported_symbols = self.macho.get_exported_symbols(arch=arch_name)
            number_of_exports = sum(len(symbols) for symbols in exported_symbols.values()) if exported_symbols else 0

            # Get unique load command types using new API
            load_commands_set = self.macho.get_load_commands_set(arch=arch_name, formatted=True)
            if isinstance(load_commands_set, set):
                load_commands_set = sorted(list(load_commands_set))

            # Get architectures for listing purposes
            architectures = self.macho.get_architectures()

            # Determine binary properties
            is_64bit = header_raw.get('magic') in [0xFEEDFACF, 0xCFFAEDFE]  # MH_MAGIC_64, MH_CIGAM_64
            is_signed = self._is_signed()
            
            # Create MachO dataclass
            macho_features = MachO(
                # Raw values from new API
                magic=header_raw.get('magic', 0),
                cputype=header_raw.get('cputype', 0),
                cpusubtype=header_raw.get('cpusubtype', 0),
                filetype=header_raw.get('filetype', 0),
                ncmds=header_raw.get('ncmds', 0),
                sizeofcmds=header_raw.get('sizeofcmds', 0),
                flags=header_raw.get('flags', 0),
                architecture=header_raw.get('cputype', 0),  # Use cputype as architecture
                architectures=[arch_info.get('cputype', 0) for arch_info in [self.macho.get_macho_header(arch=arch) for arch in architectures] if arch_info],
                # Human-readable values from formatted API
                magic_str=header_formatted.get('magic', ''),
                cputype_str=header_formatted.get('cputype', ''),
                cpusubtype_str=header_formatted.get('cpusubtype', ''),
                filetype_str=header_formatted.get('filetype', ''),
                flags_str=header_formatted.get('flags', '').split(', ') if header_formatted.get('flags') else [],
                architecture_str=header_formatted.get('cputype', ''),
                architectures_str=[arch_info.get('cputype', '') for arch_info in [self.macho.get_macho_header(arch=arch, formatted=True) for arch in architectures] if arch_info],
                # Additional properties
                is_64bit=is_64bit,
                is_signed=is_signed,
                number_of_load_commands=header_raw.get('ncmds', 0),
                load_commands_set=load_commands_set,
                number_of_segments=number_of_segments,
                number_of_dylibs=number_of_dylibs,
                number_of_imports=number_of_imports,
                number_of_exports=number_of_exports,
                entry_point=entry_point,
                uuid=uuid,
                version_info=version_info,
                version_info_str=version_info_str
            )
            
            return macho_features
            
        except Exception as e:
            self.log.error(f"Error extracting MachO features: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            if not self.macho:
                return None
            architectures = self.macho.get_architectures()
            if not architectures:
                return None

            # For FAT binaries, return features for all architectures
            # For single arch, return just the single result
            if len(architectures) > 1:
                # FAT binary - return list of features for each architecture
                results = []
                for arch_name in architectures:
                    features = self._extract_macho_features_for_arch(arch_name)
                    if features:
                        # Add architecture identifier to the result
                        if hasattr(features, '__dict__'):
                            # If it's a dataclass, we can access its dict
                            features.arch_identifier = arch_name
                        results.append(features)
                return results
            else:
                # Single architecture - return single result
                return self._extract_macho_features_for_arch(architectures[0])
        except Exception as e:
            self.log.error(f"Error extracting MachO features: {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 __init__)
            try:
                architectures = self.macho.get_architectures()
            except Exception as e:
                self.log.error(f"Could not get architectures: {e}")
                return None

            data = []
            current_time = datetime.now(timezone.utc)

            # Loop through each architecture (1 for single, multiple for FAT)
            for arch_name in architectures:
                # Extract features for this specific architecture
                macho_features = self._extract_macho_features_for_arch(arch_name)
                if not macho_features:
                    continue

                # Get architecture-specific sha256
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)
                except Exception as e:
                    self.log.warning(f"Could not get arch-specific hash for {arch_name}: {e}")
                    arch_sha256 = self.sha256

                # Architecture field (kept in features table for ORDER BY)
                architecture = macho_features.cputype    # Raw CPU type value

                data.append([
                    arch_sha256,                          # sha256 (architecture-specific)
                    architecture,                         # architecture (raw CPU type)
                    # Raw values
                    macho_features.magic,                 # magic
                    macho_features.cputype,               # cputype
                    macho_features.cpusubtype,            # cpusubtype
                    macho_features.filetype,              # filetype
                    macho_features.ncmds,                 # ncmds
                    macho_features.sizeofcmds,            # sizeofcmds
                    macho_features.flags,                 # flags
                    # Human-readable values
                    macho_features.magic_str,             # magic_str
                    macho_features.cputype_str,           # cputype_str
                    macho_features.cpusubtype_str,        # cpusubtype_str
                    macho_features.filetype_str,          # filetype_str
                    macho_features.flags_str,             # flags_str
                    # Other fields
                    macho_features.is_64bit,              # is_64bit
                    macho_features.is_signed,             # is_signed
                    macho_features.entry_point if macho_features.entry_point else None,           # entry_point
                    macho_features.uuid if macho_features.uuid else None,  # uuid
                    json.dumps(macho_features.version_info) if macho_features.version_info else "{}",  # version_info
                    json.dumps(macho_features.version_info_str) if macho_features.version_info_str else "{}",  # version_info_str
                    macho_features.load_commands_set,     # load_commands_set
                    macho_features.number_of_segments,    # number_of_segments
                    macho_features.number_of_dylibs,      # number_of_dylibs
                    macho_features.number_of_imports,     # number_of_imports
                    macho_features.number_of_exports,     # number_of_exports
                    current_time,                         # analysis_date
                ])

            column_names = [
                'sha256', 'architecture',
                # Raw values
                'magic', 'cputype', 'cpusubtype', 'filetype', 'ncmds', 'sizeofcmds', 'flags',
                # Human-readable values
                'magic_str', 'cputype_str', 'cpusubtype_str', 'filetype_str', 'flags_str',
                # Other fields
                'is_64bit', 'is_signed',
                'entry_point', 'uuid', 'version_info', 'version_info_str', 'load_commands_set',
                'number_of_segments', 'number_of_dylibs', 'number_of_imports', 'number_of_exports',
                'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)', 'Nullable(UInt32)',
                # Raw values
                'UInt32', 'UInt32', 'UInt32', 'UInt32', 'UInt32', 'UInt32', 'UInt32',
                # Human-readable values
                'LowCardinality(String)', 'LowCardinality(String)', 'LowCardinality(String)', 'LowCardinality(String)', 'Array(LowCardinality(String))',
                # Other fields
                'UInt8', 'UInt8',
                'Nullable(UInt64)', 'Nullable(String)', 'JSON', 'JSON', 'Array(Nullable(String))',
                'UInt32', 'UInt32', 'UInt32', 'UInt32', 'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)
        
        return None

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