Ouarda Zedadra

22 papers C 3Misc 1Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Access
Amina Zedadra, Ouarda Zedadra, Mahmoud Yassine Salah-Salah, Antonio Guerrieri
2024 J jnl
J. Univers. Comput. Sci.
Maroua Chemlal, Amina Zedadra, Ouarda Zedadra, Antonio Guerrieri, Mohamed Nadjib Kouahla
2024 J jnl
Scalable Comput. Pract. Exp.
Ouarda Zedadra, Amina Zedadra, Antonio Guerrieri, Hamid Seridi, Douaa Ghelis
2024 conf
RIF
Maroua Chemlal, Amina Zedadra, Ouarda Zedadra, Mohamed Nadjib Kouahla
2024 conf
PAIS
Sirine Bouguettaya, Amina Zedadra, Ouarda Zedadra
2024 J jnl
Big Data Cogn. Comput.
Ouarda Zedadra, Antonio Guerrieri, Hamid Seridi, Aymen Benzaid, Giancarlo Fortino
2024 J jnl
Sensors
Irfanullah Khan, Ouarda Zedadra, Antonio Guerrieri, Giandomenico Spezzano
2023 J jnl
Sensors
Amira Bourechak, Ouarda Zedadra, Mohamed Nadjib Kouahla, Antonio Guerrieri, Hamid Seridi, Giancarlo Fortino
2022 J jnl
Big Data Cogn. Comput.
Ouarda Zedadra, Antonio Guerrieri, Hamid Seridi
2019 conf
IDCS
Ouarda Zedadra, Antonio Guerrieri, Hamid Seridi, Giancarlo Fortino
2019 ch.
The Internet of Things for Smart Urban Ecosystems
Ouarda Zedadra, Antonio Guerrieri, Nicolas Jouandeau, Giandomenico Spezzano, Hamid Seridi, Giancarlo Fortino
2018 J jnl
J. Parallel Distributed Comput.
Ouarda Zedadra, Antonio Guerrieri, Nicolas Jouandeau, Giandomenico Spezzano, Hamid Seridi, Giancarlo Fortino
2017 J jnl
Complex Adapt. Syst. Model.
Ouarda Zedadra, Nicolas Jouandeau, Hamid Seridi, Giancarlo Fortino
2017 conf
IDCS
Ouarda Zedadra, Claudio Savaglio, Nicolas Jouandeau, Antonio Guerrieri, Hamid Seridi, Giancarlo Fortino
2016 J jnl
Eng. Appl. Artif. Intell.
Ouarda Zedadra, Hamid Seridi, Nicolas Jouandeau, Giancarlo Fortino
2016 J jnl
Int. J. Distance Educ. Technol.
Amina Zedadra, Yacine Lafifi, Ouarda Zedadra
2016 Misc conf
IDC
Ouarda Zedadra, Nicolas Jouandeau, Hamid Seridi, Giancarlo Fortino
2015 J jnl
Scalable Comput. Pract. Exp.
Ouarda Zedadra, Hamid Seridi, Nicolas Jouandeau, Giancarlo Fortino
2015 C conf
CSCWD
Ouarda Zedadra, Hamid Seridi, Nicolas Jouandeau, Giancarlo Fortino
2015 C conf
FedCSIS
Ouarda Zedadra, Hamid Seridi, Nicolas Jouandeau, Giancarlo Fortino
2014 conf
WOA
Giancarlo Fortino, Ouarda Zedadra, Nicolas Jouandeau, Hamid Seridi
2014 C conf
FedCSIS
Ouarda Zedadra, Nicolas Jouandeau, Hamid Seridi, Giancarlo Fortino
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"