Oualid Jouini

56 papers C 9Misc 3Journal 35Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Trans. Reliab.
Abdelhamid Boujarif, David W. Coit, Oualid Jouini, Zhiguo Zeng, Robert Heidsieck
2025 J jnl
Int. J. Prod. Res.
Zhixin Wang, Feifeng Zheng, Sadeque Hamdan, Oualid Jouini
2025 C conf
ICORES
Soufiane El Bechari, Oualid Jouini, Zied Jemaï, Fourat Trabelsi, Robert Heidsieck
2025 J jnl
Expert Syst. Appl.
Samer AlSamadi, Cléa Martinez, Canan Pehlivan, Nicolas Cellier, Oualid Jouini, Yi-Ping Fang, Benjamin Legros, Franck Fontanili
2025 J jnl
Ann. Oper. Res.
Tom Binsfeld, Sadeque Hamdan, Oualid Jouini, Johannes Gast
2025 J jnl
Oper. Res. Lett.
Saif Benjaafar, Oualid Jouini, Benjamin Legros, Bingnan Lu
2025 J jnl
Reliab. Eng. Syst. Saf.
Abdelhamid Boujarif, David W. Coit, Oualid Jouini, Zhiguo Zeng, Robert Heidsieck
2024 J jnl
Int. Trans. Oper. Res.
Mariem Mhiri, Karim Al-Yafi, Benjamin Legros, Oualid Jouini, Mohamed Haouari
2024 C conf
ICORES
Emna Turki, Oualid Jouini, Ziad Jemaï, Robert Heidsieck
2024 J jnl
Int. J. Prod. Res.
Emna Turki, Oualid Jouini, Zied Jemaï, Yazid Traiy, Adnane Lazrak, Patrick Valot, Robert Heidsieck
2024 J jnl
Eur. J. Oper. Res.
Benjamin Legros, Jan Fransoo, Oualid Jouini
2024 C conf
ICORES
Abdelhamid Boujarif, David W. Coit, Oualid Jouini, Zhiguo Zeng, Robert Heidsieck
2024 J jnl
Int. J. Prod. Res.
Benjamin Legros, Oualid Jouini
2023 J jnl
Ann. Oper. Res.
Sadeque Hamdan, Oualid Jouini, Ali Cheaitou, Zied Jemaï, Tobias Andersson Granberg
2023 C conf
ICORES
Abdelhamid Boujarif, David W. Coit, Oualid Jouini, Zhiguo Zeng, Robert Heidsieck
2022 J jnl
Queueing Syst. Theory Appl.
Oualid Jouini, Saif Benjaafar, Bingnan Lu, Siqiao Li, Benjamin Legros
2022 J jnl
Transp. Sci.
Sadeque Hamdan, Ali Cheaitou, Oualid Jouini, Tobias Andersson Granberg, Zied Jemaï, Imad Alsyouf, Maamar Bettayeb, Billy Josefsson
2022 C conf
ICORES
Emna Turki, Oualid Jouini, Ziad Jemaï, Laura Urie, Adnane Lazrak, Patrick Valot, Robert Heidsieck
2021 conf
APMS (5)
Gustavo Santamaria-Acevedo, Oualid Jouini, Benjamin Legros, Zied Jemaï
2021 J jnl
Manuf. Serv. Oper. Manag.
Benjamin Legros, Oualid Jouini, Ger Koole
2020 J jnl
Eur. J. Oper. Res.
Chaaben Kouki, Benjamin Legros, M. Zied Babai, Oualid Jouini
2020 J jnl
J. Oper. Res. Soc.
Guillaume Lamé, Oualid Jouini, Julie Stal-Le Cardinal
2020 J jnl
Eur. J. Oper. Res.
Benjamin Legros, Oualid Jouini, O. Zeynep Aksin, Ger Koole
2019 Misc conf
WSC
Siqiao Li, Ger Koole, Oualid Jouini
2019 J jnl
Eur. J. Oper. Res.
Benjamin Legros, Oualid Jouini
2019 conf
WCGO
Sadeque Hamdan, Oualid Jouini, Ali Cheaitou, Zied Jemaï, Imad Alsyouf, Maamar Bettayeb
2018 J jnl
Oper. Res.
Benjamin Legros, Oualid Jouini, Ger Koole
2017 J jnl
OR Spectr.
Benjamin Legros, Sihan Ding, Rob van der Mei, Oualid Jouini
2017 J jnl
Optim. Lett.
Vikas Vikram Singh, Oualid Jouini, Abdel Lisser
2016 C conf
ICORES
Vikas Vikram Singh, Oualid Jouini, Abdel Lisser
2016 J jnl
Comput. Ind. Eng.
Mathilde Excoffier, Céline Gicquel, Oualid Jouini
2016 J jnl
Electron. Notes Discret. Math.
Vikas Vikram Singh, Oualid Jouini, Abdel Lisser
2016 J jnl
Oper. Res. Lett.
Vikas Vikram Singh, Oualid Jouini, Abdel Lisser
2016 J jnl
Perform. Evaluation
Benjamin Legros, Oualid Jouini, Ger Koole
2016 Misc conf
WSC
Guillaume Lamé, Oualid Jouini, Julie Stal-Le Cardinal, Muriel Carvalho, Christophe Tournigand, Pierre Wolkenstein
2016 conf
ICORES (Selected Papers)
Vikas Vikram Singh, Oualid Jouini, Abdel Lisser
2015 conf
CSDM
Guillaume Lamé, Tu-Anh Duong, Marija Jankovic, Julie Stal-Le Cardinal, Oualid Jouini
2015 C conf
CTW
Vikas Vikram Singh, Oualid Jouini, Abdel Lisser
2015 conf
ICORES (Selected Papers)
Mathilde Excoffier, Céline Gicquel, Oualid Jouini, Abdel Lisser
2015 C conf
ICORES
Mathilde Excoffier, Céline Gicquel, Oualid Jouini, Abdel Lisser
2015 J jnl
Simul.
Karim Ghanes, Mathias Wargon, Oualid Jouini, Zied Jemaï, Agapitos Diakogiannis, Romain Hellmann, Valérie Thomas, Ger Koole
2014 C conf
ICORES
Mathilde Excoffier, Céline Gicquel, Oualid Jouini, Abdel Lisser
2014 Misc conf
WSC
Karim Ghanes, Oualid Jouini, Zied Jemaï, Mathias Wargon, Romain Hellmann, Valérie Thomas, Ger Koole
2014 conf
ICORES (Selected Papers)
Mathilde Excoffier, Céline Gicquel, Oualid Jouini, Abdel Lisser
2014 J jnl
J. Oper. Res. Soc.
Oualid Jouini, Alex Roubos
2014 J jnl
Manuf. Serv. Oper. Manag.
Rowan Wang, Oualid Jouini, Saif Benjaafar
2013 J jnl
Ann. Oper. Res.
Stratos Ioannidis, Oualid Jouini, Angelos A. Economopoulos, Vassilis S. Kouikoglou
2012 J jnl
Comput. Oper. Res.
Oualid Jouini
2012 J jnl
OR Spectr.
Shuangqing Liao, Ger Koole, Christian van Delft, Oualid Jouini
2011 J jnl
Manuf. Serv. Oper. Manag.
Oualid Jouini, O. Zeynep Aksin, Yves Dallery
2010 J jnl
Eur. J. Oper. Res.
Oualid Jouini, Auke Pot, Ger Koole, Yves Dallery
2008 J jnl
Manag. Sci.
Oualid Jouini, Yves Dallery, Rabie Nait-Abdallah
2008 J jnl
Math. Methods Oper. Res.
Oualid Jouini, Yves Dallery
2007 conf
VALUETOOLS
Oualid Jouini, Yves Dallery
2006 conf
VALUETOOLS
Oualid Jouini, Yves Dallery
2004 conf
OR
Oualid Jouini, Yves Dallery, Rabie Nait-Abdallah
redb/extractors/macho_extractors/macho_imports.py
← Index redb/extractors/macho_extractors/macho_imports.py python
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 MachOImport


class MachOImportExtractor(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_imports"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_imports(self, arch_name=None):
        """Extract import information from the MachO binary for a specific architecture.

        Handles machofile v2026.2.4+ API where get_imported_functions() returns:
        Dict[str, List[Dict]] where each dict has {'name': str, 'sources': [str, ...]}
        """
        self.log.debug(inspect.currentframe().f_code.co_name)

        if not self.macho:
            return None

        try:
            # Get imported functions using API for specific architecture
            imported_functions = self.macho.get_imported_functions(arch=arch_name)
            if not imported_functions:
                return None

            # Keep the library→functions mapping (like PE does)
            library_names = []
            imports_with_mapping = []  # List of {library: [(name, source), ...]}

            for dylib_name, functions in imported_functions.items():
                # v2026.2.4+: dylib_name is already str, but handle bytes for compatibility
                if isinstance(dylib_name, bytes):
                    dylib_name = dylib_name.decode('utf-8', errors='replace')
                library_names.append(dylib_name)

                # Process function entries
                func_list = []
                for func_entry in functions:
                    # v2026.2.4+: func_entry is {'name': str, 'sources': [str, ...]}
                    if isinstance(func_entry, dict):
                        func_name = func_entry.get('name', '')
                        # Join sources if multiple, take first if single
                        sources = func_entry.get('sources', [])
                        import_source = sources[0] if sources else None
                        func_list.append((func_name, import_source))
                    else:
                        # Legacy format: func_entry is str or bytes
                        if isinstance(func_entry, bytes):
                            func_entry = func_entry.decode('utf-8', errors='replace')
                        func_list.append((func_entry, None))

                imports_with_mapping.append({dylib_name: func_list})

            # Count total functions
            total_functions = sum(len(list(d.values())[0]) for d in imports_with_mapping)

            # Create import dataclass with mapping preserved
            macho_import = MachOImport(
                macho_imports_total=total_functions,
                macho_import_libraryName=library_names if library_names else None,
                macho_import_functions=imports_with_mapping if imports_with_mapping else None
            )

            return macho_import

        except Exception as e:
            self.log.error(f"Error extracting MachO imports for arch {arch_name}: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            # Get architectures (macho is already parsed in base class)
            architectures = self.macho.get_architectures()
            if len(architectures) > 1:
                # FAT binary - return list of imports for each architecture
                results = []
                for arch_name in architectures:
                    imports = self._extract_imports(arch_name)
                    if imports:
                        imports.arch_identifier = arch_name
                        results.append(imports)
                return results
            else:
                # Single architecture - return single result
                return self._extract_imports(architectures[0] if architectures else None)
        except Exception as e:
            self.log.error(f"Error extracting MachO imports: {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

            # Flatten the data - one row per function import (like PE imports)
            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 imports for this architecture
                macho_import = self._extract_imports(arch_name)
                if not macho_import or not macho_import.macho_import_functions:
                    continue

                # Flatten to one row per (library, function) pair
                for lib_funcs in macho_import.macho_import_functions:
                    for lib, funcs in lib_funcs.items():
                        for func_name, import_source in funcs:
                            data.append([
                                arch_sha256,        # sha256 (arch-specific)
                                lib,                # library_name
                                func_name,          # function_name
                                import_source,      # import_source (chained_fixups, bind_opcodes, symtab)
                                current_time,       # analysis_date
                            ])

            column_names = [
                'sha256',
                'library_name', 'function_name', 'import_source',
                'analysis_date'
            ]

            if not data:
                return None

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

            return (data, column_names, column_type_names)

        return None

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