Hamidreza Bakhshi

56 papers B 2C 1Misc 1Journal 45Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Wirel. Commun. Lett.
Alireza Soofinezhadmoghaddam, Hamidreza Bakhshi
2025 J jnl
J. Supercomput.
Parviz Gharehbagheri, Hamid Haj Seyyed Javadi, Nader Jafari Rad, Hamidreza Bakhshi
2025 J jnl
Comput. Commun.
Nourollah Davoudian, Hamidreza Bakhshi
2024 J jnl
Wirel. Pers. Commun.
Nourollah Davoudian, Hamidreza Bakhshi
2024 J jnl
IEEE Commun. Lett.
Alireza Soofinezhadmoghaddam, Hamidreza Bakhshi
2024 J jnl
Int. J. Commun. Syst.
Sina Pirnia, Hamidreza Bakhshi, Mohamad Dosaranian Moghadam, Ramin Khosravi
2023 J jnl
IEEE Syst. J.
Mostafa Rezaie, Mohamad Dosaranian Moghadam, Hamidreza Bakhshi, Mohammadreza Hassannejad Bibalan
2023 J jnl
IET Commun.
Sina Pirnia, Hamidreza Bakhshi, Mohamad Dosaranian Moghadam, Ramin Khosravi
2022 J jnl
Trans. Emerg. Telecommun. Technol.
Hossein Amin Sadrabadi, Nahid Ardalani, Hamidreza Bakhshi
2022 J jnl
Telecommun. Syst.
Maedeh FallahReyhani, Hamidreza Bakhshi, Hannan Lohrasbipeydeh
2022 J jnl
Telecommun. Syst.
Armin Farhadi Zavleh, Hamidreza Bakhshi
2022 J jnl
Wirel. Networks
Mostafa Rezaie, Mohamad Dosaranian Moghadam, Hamidreza Bakhshi, Mohammadreza Hassannejad Bibalan
2022 J jnl
Trans. Emerg. Telecommun. Technol.
Sina Pirnia, Hamidreza Bakhshi, Mohamad Dosaranian Moghadam, Ramin Khosravi
2022 J jnl
IEEE Internet Things J.
Ehsan Raeisidehkordi, Hamidreza Bakhshi
2022 J jnl
Trans. Emerg. Telecommun. Technol.
Mahdi Shirmohamadi, Hamidreza Bakhshi, Mohamad Dosaranian Moghadam
2022 J jnl
Trans. Emerg. Telecommun. Technol.
Mahdi Shirmohamadi, Hamidreza Bakhshi, Mohamad Dosaranian Moghadam
2021 J jnl
J. Ambient Intell. Humaniz. Comput.
Mehdi Omidvar, Abdulhamid Zahedi, Hamidreza Bakhshi
2021 J jnl
Trans. Emerg. Telecommun. Technol.
Armin Farhadi Zavleh, Hamidreza Bakhshi
2020 J jnl
IEEE Access
Masumehsadat Tohidi, Hamidreza Bakhshi, Saeedeh Parsaeefard
2020 J jnl
Trans. Emerg. Telecommun. Technol.
Masumehsadat Tohidi, Hamidreza Bakhshi, Saeedeh Parsaeefard
2020 J jnl
Trans. Emerg. Telecommun. Technol.
Mostafa Rezaie, Mohamad Dosaranian Moghadam, Hamidreza Bakhshi, Mohammadreza Hassannejad Bibalan
2018 J jnl
Wirel. Pers. Commun.
Parisa Rahmani, Hamid Haj Seyyed Javadi, Hamidreza Bakhshi, Mehdi Hosseinzadeh
2018 J jnl
J. Netw. Syst. Manag.
Parisa Rahmani, Hamid Haj Seyyed Javadi, Hamidreza Bakhshi, Mehdi Hosseinzadeh
2015 J jnl
Wirel. Pers. Commun.
Mojtaba Mazoochi, Mohammad Ali Pourmina, Hamidreza Bakhshi
2015 J jnl
IET Commun.
Mojtaba Mazoochi, Mohammad Ali Pourmina, Hamidreza Bakhshi
2015 J jnl
IACR Cryptol. ePrint Arch.
Behzad Abdolmaleki, Hamidreza Bakhshi, Karim Baghery, Mohammad Reza Aref
2013 J jnl
Wirel. Pers. Commun.
Mohammad Dosaranian Moghadam, Hamidreza Bakhshi, Gholamreza Dadashzadeh
2013 J jnl
Wirel. Pers. Commun.
Abdulhamid Zahedi, Hamidreza Bakhshi
2013 J jnl
Wirel. Pers. Commun.
Mohsen Keshavarz Hedayati, Hamidreza Bakhshi, Mehdi Cheraghi
2012 B conf
NOMS
Mohsen Rajabpour, Farbod Razzazi, Hamidreza Bakhshi
2012 conf
IST
Ali Fallah, Hamidreza Bakhshi
2012 J jnl
Wirel. Pers. Commun.
Mohammad Dosaranian Moghadam, Hamidreza Bakhshi, Gholamreza Dadashzadeh
2011 J jnl
EURASIP J. Wirel. Commun. Netw.
Ali Azarbar, Gholamreza Dadashzadeh, Hamidreza Bakhshi
2011 C conf
APCC
Narges Nouri, Narges Noori, Hamidreza Bakhshi
2011 J jnl
IEICE Electron. Express
Ali Azarbar, Gholamreza Dadashzadeh, Hamidreza Bakhshi
2011 J jnl
IET Commun.
Hamed Saghaei, Babak Seyfe, Hamidreza Bakhshi, Reza Bayat
2011 J jnl
Int. J. Commun. Netw. Syst. Sci.
Mona Nasseri, Hamidreza Bakhshi, Sara Sahebdel, Razieh Falahian, Maryam Ahmadi
2011 J jnl
Commun. Netw.
Alieh Moradi, Hamidreza Bakhshi, Vahid Najafpoor
2011 J jnl
Comput. Inf. Sci.
Sara Sahebdel, Hamidreza Bakhshi
2010 J jnl
IEICE Electron. Express
Jahangir Dadkhah Chimeh, Mohammad Hakkak, Paeiz Azmi, Hamidreza Bakhshi
2010 B conf
PIMRC
Mohammad Dosaranian Moghaddam, Hamidreza Bakhshi, Gholamreza Dadashzadeh
2010 J jnl
IEEE Trans. Signal Process.
Amir H. Khanshan, Hamidreza Amindavar, Hamidreza Bakhshi
2010 J jnl
Wirel. Sens. Netw.
Mohammad Dosaranian Moghadam, Hamidreza Bakhshi, Gholamreza Dadashzadeh
2010 conf
WCNIS
Mohammad Dosaranian Moghaddam, Hamidreza Bakhshi, Gholamreza Dadashzadeh
2010 J jnl
Wirel. Sens. Netw.
Mohammad Dosaranian Moghadam, Hamidreza Bakhshi, Gholamreza Dadashzadeh
2010 J jnl
Wirel. Sens. Netw.
Mohammad Dosaranian Moghadam, Hamidreza Bakhshi, Gholamreza Dadashzadeh
2010 J jnl
IEICE Electron. Express
Ali Azarbar, Gholamreza Dadashzadeh, Hamidreza Bakhshi
2009 J jnl
IEICE Electron. Express
Bahram Kouhi-Jelehkaran, Hamidreza Bakhshi, Farbod Razzazi
2009 J jnl
Ann. des Télécommunications
Jahangir Dadkhah Chimeh, Mohammad Hakkak, Paeiz Azmi, Hamidreza Bakhshi
2009 J jnl
Wirel. Pers. Commun.
Jahangir Dadkhah Chimeh, Mohammad Hakkak, Paeiz Azmi, Hamidreza Bakhshi
2008 conf
AINA Workshops
Mehrdad Manaffar, Hamidreza Bakhshi, Mostafa Pilevari
2008 Misc conf
ICASSP
Amir H. Khanshan, Hamidreza Amindavar, Hamidreza Bakhshi
2008 conf
CSSE (1)
Bahram Kouhi-Jelehkaran, Farbod Razzazi, Hamidreza Bakhshi
2008 conf
FGCN (1)
Jahangir Dadkhah Chimeh, Mohammad Hakkak, Paeiz Azmi, Hamidreza Bakhshi
2008 conf
SIGMAP
Jahangir Dadkhah Chimeh, Mohammad Hakkak, Hamidreza Bakhshi, Paeiz Azmi
2008 conf
FGCN (1)
Jahangir Dadkhah Chimeh, Mohammad Hakkak, Hamidreza Bakhshi, Paeiz Azmi
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"