Ou Zhao

30 papers B 1C 1Misc 1Journal 16Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adv. Eng. Informatics
Man-Tai Chen, Yue Pan, Wenkang Zuo, Ou Zhao, Leroy Gardner
2026 J jnl
IEEE Trans. Cogn. Commun. Netw.
Ou Zhao, Lin Shan, Huan-Bang Li, Hirokazu Sawada, Daisuke Matsuo, Yasushi Fuwa, Takeshi Matsumura
2026 J jnl
IEEE Internet Things J.
Fucheng Miao, Osamu Takyu, Lin Shan, Yue Yin, Ou Zhao, Tomoaki Ohtsuki, Guan Gui
2026 Misc conf
ICNC
Fucheng Miao, Osamu Takyu, Lin Shan, Ou Zhao, Tomoaki Ohtsuki, Guan Gui, Fumiyuki Adachi
2025 J jnl
Appl. Soft Comput.
Ying Wang, Ou Zhao, Limao Zhang
2024 J jnl
Reliab. Eng. Syst. Saf.
Ying Wang, Ou Zhao, Limao Zhang
2024 J jnl
Reliab. Eng. Syst. Saf.
Ying Wang, Ou Zhao, Limao Zhang
2023 conf
APWCS
Wei-Shun Liao, Ou Zhao, Keren Li, Hikaru Kawasaki, Takeshi Matsumura
2023 J jnl
Future Internet
Wei-Shun Liao, Ou Zhao, Keren Li, Hikaru Kawasaki, Takeshi Matsumura
2021 conf
WPMC
Wei-Shun Liao, Ou Zhao, Keren Li, Takeshi Matsumura, Fumihide Kojima, Hiroshi Harada
2021 B conf
PIMRC
Ou Zhao, Wei-Shun Liao, Keren Li, Takeshi Matsumura, Fumihide Kojima, Hiroshi Harada
2020 J jnl
IEEE Access
Wei-Shun Liao, Ou Zhao, Mirza Golam Kibria, Gabriel Porto Villardi, Kentaro Ishizu, Fumihide Kojima
2019 J jnl
IEICE Trans. Commun.
Ou Zhao, Lin Shan, Wei-Shun Liao, Mirza Golam Kibria, Huan-Bang Li, Kentaro Ishizu, Fumihide Kojima
2019 conf
WPMC
Wei-Shun Liao, Ou Zhao, Kentaro Ishizu, Fumihide Kojima
2019 J jnl
IEEE Trans. Veh. Technol.
Wei-Shun Liao, Mirza Golam Kibria, Gabriel Porto Villardi, Ou Zhao, Kentaro Ishizu, Fumihide Kojima
2019 J jnl
IEEE Access
Ou Zhao, Wei-Shun Liao, Kentaro Ishizu, Fumihide Kojima
2019 J jnl
IEEE Access
Lin Shan, Ou Zhao, Katsuhiro Temma, Kiyohiko Hattori, Fumihide Kojima, Fumiyuki Adachi
2018 J jnl
IEEE Access
Mirza Golam Kibria, Kien Nguyen, Gabriel Porto Villardi, Ou Zhao, Kentaro Ishizu, Fumihide Kojima
2018 conf
ICMU
Katsuhiro Temma, Kiyohiko Hattori, Lin Shan, Ou Zhao, Yasunori Owada
2018 conf
VTC Fall
Huan-Bang Li, Kenichi Takizawa, Masafumi Moriyama, Lin Shan, Ou Zhao, Fumihide Kojima
2017 conf
WPMC
Ou Zhao, Lin Shan, Wei-Shun Liao, Huan-Bang Li, Kentaro Ishizu, Fumihide Kojima
2017 conf
WPMC
Wei-Shun Liao, Mirza Golam Kibria, Gabriel Porto Villardi, Ou Zhao, Kentaro Ishizu, Fumihide Kojima
2017 C conf
APCC
Lin Shan, Ou Zhao, Katsuhiro Temma, Kiyohiko Hattori, Huan-Bang Li, Fumihide Kojima, Fumiyuki Adachi
2017 conf
WPMC
Ou Zhao, Lin Shan, Katsuhiro Temma, Kiyohiko Hattori, Huan-Bang Li, Fumihide Kojima, Fumiyuki Adachi
2016 J jnl
IEICE Trans. Commun.
Ou Zhao, Hidekazu Murata
2016
Ou Zhao
2015 J jnl
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Ou Zhao, Hidekazu Murata
2015 J jnl
IEICE Trans. Commun.
Ou Zhao, Hidekazu Murata
2014 conf
VTC Spring
Ou Zhao, Hidekazu Murata
2013 conf
VTC Fall
Ou Zhao, Hidekazu Murata, Susumu Yoshida
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"