Weihao Yu

26 papers B 2Journal 17Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Neurocomputing
Chengjia Ouyang, Tinghua Zhang, Weihao Yu, Jin Huang
2025 conf
ICANN (3)
Nanhui Lai, Ke Jin, Yingchao Long, Weihao Yu, Jin Huang
2025 J jnl
Expert Syst. Appl.
Ke Jin, Weihao Yu, Yingchao Long, Nanhui Lai, Jin Huang
2025 J jnl
IEEE Trans. Netw. Serv. Manag.
Yingjun Ye, Ke Ruan, Weihao Yu
2024 conf
PRCV (6)
Weijun Wu, Zhixiong Mo, Weihao Yu, Yizhou Cheng, Tinghua Zhang, Jin Huang
2024 J jnl
Knowl. Based Syst.
Bosong Huang, Weihao Yu, Ruzhong Xie, Junming Luo, Jing Xiao, Jin Huang
2024 B conf
IJCNN
Yingchao Long, Weihao Yu, Jin Huang, Tinghua Zhang, Nanhui Lai
2024 B conf
IJCNN
Qiangqiang Xiang, Jing Xiao, Weihao Yu, Tinghua Zhang, Jin Huang, Zhixiong Mo
2024 J jnl
Neural Comput. Appl.
Yichun Li, Jin Huang, Weihao Yu, Tinghua Zhang
2024 conf
ACAI
Junming Luo, Tinghua Zhang, Ke Jin, Weihao Yu, Jin Huang
2024 J jnl
Appl. Intell.
Ruzhong Xie, Ke Ruan, Bosong Huang, Weihao Yu, Jing Xiao, Jin Huang
2023 J jnl
Appl. Intell.
Zehua Hu, Ke Ruan, Weihao Yu, Siyuan Chen
2023 conf
ICANN (3)
Zhixiong Mo, Weijun Wu, Weihao Yu, Tinghua Zhang, Zhilin Ke, Jin Huang
2023 J jnl
Neurocomputing
Jin Huang, Tian Lu, Xuebin Zhou, Bo Cheng, Zhibin Hu, Weihao Yu, Jing Xiao
2023 J jnl
CoRR
Bosong Huang, Weihao Yu, Ruzhong Xie, Jing Xiao, Jin Huang
2023 J jnl
Expert Syst. Appl.
Bosong Huang, Ke Ruan, Weihao Yu, Jing Xiao, Ruzhong Xie, Jin Huang
2023 J jnl
Appl. Intell.
Weihao Yu, Ke Ruan, Hong Tang, Jin Huang
2023 conf
ECML/PKDD (3)
Bosong Huang, Weihao Yu, Ruzhong Xie, Jing Xiao, Jin Huang
2023 J jnl
CoRR
Bosong Huang, Weihao Yu, Ruzhong Xie, Jing Xiao, Jin Huang
2023 J jnl
Appl. Intell.
Xianqing Wang, Zetao Zheng, Jia Zhu, Weihao Yu
2022 conf
ACAI
Wentai Zhu, Ke Ruan, Jin Huang, Jing Xiao, Weihao Yu
2022 J jnl
Appl. Intell.
Jin Huang, Tian Lu, Jia Zhu, Weihao Yu, Tinghua Zhang
2022 J jnl
CoRR
Jin Huang, Bosong Huang, Weihao Yu, Jing Xiao, Ruzhong Xie, Ke Ruan
2021 J jnl
Neural Comput. Appl.
Jin Huang, Tinghua Zhang, Jia Zhu, Weihao Yu, Yong Tang, Yang He
2021 J jnl
Int. J. Pattern Recognit. Artif. Intell.
Jin Huang, Tinghua Zhang, Weihao Yu, Jia Zhu, Ercong Cai
2020 conf
AIED (2)
Jia Zhu, Weihao Yu, Zetao Zheng, Changqin Huang, Yong Tang, Gabriel Pui Cheong Fung
redb/extractors/macho_extractors/macho_dylibs.py
← Index redb/extractors/macho_extractors/macho_dylibs.py python
import hashlib
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 MachODylib


class MachODylibExtractor(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_dylibs"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_dylibs(self):
        """Extract dynamic library information from all architectures in the MachO binary."""
        self.log.debug(inspect.currentframe().f_code.co_name)
        dylibs = []

        if not self.macho:
            return dylibs

        try:
            # Get architectures using new API (already parsed in base class)
            architectures = self.macho.get_architectures()
            if not architectures:
                return dylibs

            # Process each architecture
            for arch_name in architectures:
                # Get dylib commands using new API with architecture parameter
                dylib_commands = self.macho.get_dylib_commands(arch=arch_name)
                if not dylib_commands:
                    continue

                # Extract dylib commands for this architecture
                for dylib_cmd in dylib_commands:
                    try:
                        dylib_name = dylib_cmd.get('dylib_name', 'Unknown')
                        if isinstance(dylib_name, bytes):
                            dylib_name = dylib_name.decode('utf-8', errors='replace')

                        # Create dylib dataclass with architecture info
                        macho_dylib = MachODylib(
                            dylib_name=dylib_name,
                            dylib_timestamp=dylib_cmd.get('dylib_timestamp', 0),
                            dylib_current_version=dylib_cmd.get('dylib_current_version', 0),
                            dylib_compat_version=dylib_cmd.get('dylib_compat_version', 0),
                        )
                        # Add architecture info to the dylib
                        macho_dylib.architecture = arch_name
                        dylibs.append(macho_dylib)

                    except Exception as e:
                        self.log.warning(
                            f'Unable to process dylib "{dylib_cmd.get("dylib_name", "Unknown")}" for architecture {arch_name} in {self.hash.sha256}: {e}'
                        )
                        continue

            return dylibs

        except Exception as e:
            self.log.error(f"Error extracting MachO dylibs: {e}")
            return dylibs

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            dylibs = self._extract_dylibs()
            return dylibs
        except Exception as e:
            self.log.error(f"Error extracting MachO dylibs: {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

            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 dylib commands for this architecture
                dylib_commands = self.macho.get_dylib_commands(arch=arch_name)
                if not dylib_commands:
                    continue

                # Process each dylib for this architecture
                for dylib_cmd in dylib_commands:
                    try:
                        dylib_name = dylib_cmd.get('dylib_name', 'Unknown')
                        if isinstance(dylib_name, bytes):
                            dylib_name = dylib_name.decode('utf-8', errors='replace')

                        data.append([
                            arch_sha256,                          # sha256 (architecture-specific)
                            dylib_name,                           # dylib_name
                            dylib_cmd.get('dylib_timestamp', 0), # dylib_timestamp
                            dylib_cmd.get('dylib_current_version', 0), # dylib_current_version
                            dylib_cmd.get('dylib_compat_version', 0),  # dylib_compat_version
                            current_time,                         # analysis_date
                        ])
                    except Exception as e:
                        self.log.warning(
                            f'Unable to process dylib "{dylib_cmd.get("dylib_name", "Unknown")}" for architecture {arch_name}: {e}'
                        )
                        continue

            column_names = [
                'sha256',
                'dylib_name', 'dylib_timestamp', 'dylib_current_version',
                'dylib_compat_version', 'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)',
                'String', 'UInt32', 'UInt32',
                'UInt32', 'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

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