Makhlouf Derdour

According to our database, Makhlouf Derdour authored at least 53 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hybrid Deep Learning Approach with Feature Engineering for Enhanced Pulmonary Nodule Diagnosis.

Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz

SN Comput. Sci., October, 2024

FBMP-IDS: FL-Based Blockchain-Powered Lightweight MPC-Secured IDS for 6G Networks.

Sabrina Sakraoui, Ahmed Ahmim, Makhlouf Derdour, Marwa Ahmim, Sarra Namane, Imed Ben Dhaou

IEEE Access, 2024

Empirical Analysis of the Security Threats and Risks that Drones Face, Represent, and Mitigation.

Zina Oudina, Makhlouf Derdour, Ahmed Dib, Mohammed Mounir Bouhamed

Proceedings of the 6th International Conference on Pattern Analysis and Intelligent Systems, 2024

Adaptive Filtering Strategies for ECG Signal Enhancement: A Comparative Study.

Nadjem Eddine Menaceur, Sofia Kouah, Makhlouf Derdour

Proceedings of the 6th International Conference on Pattern Analysis and Intelligent Systems, 2024

Blockchain-Driven Adaptive Streaming for IoT: Redefining Security in Video Delivery.

Mohamed El Amine Kheraifia, Sahraoui Abdelatif, Makhlouf Derdour

Proceedings of the 6th International Conference on Pattern Analysis and Intelligent Systems, 2024

Blockchain Sharding based Federated Learning Empowered with NFT-based Privacy-Preserving Model Sharing.

Rofaida Khemaissia, Makhlouf Derdour, Ala Djeddai

Proceedings of the 6th International Conference on Pattern Analysis and Intelligent Systems, 2024

Enhancing Machine Learning Model Interpretability in Intrusion Detection Systems through SHAP Explanations and LLM-Generated Descriptions.

Abderrazak Khediri, Hamda Slimi, Yahiaoui Ayoub, Makhlouf Derdour, Hakim Bendjenna, Charaf Eddine Ghenai

Proceedings of the 6th International Conference on Pattern Analysis and Intelligent Systems, 2024

Federated Learning for Multi-institutional on 3D Brain Tumor Segmentation.

Yahiaoui Mohammed Elbachir, Derdour Makhlouf, Mohamed Gasmi, Mohammed Mounir Bouhamed, Kouzou Abdellah

Proceedings of the 6th International Conference on Pattern Analysis and Intelligent Systems, 2024

Enhancing IoT Security Through Deep learning and Evolutionary Bio-Inspired Intrusion Detection in IoT systems.

Imed Eddine Bouramoul, Soumia Zertal, Makhlouf Derdour, Imene Zenbout

Proceedings of the 6th International Conference on Pattern Analysis and Intelligent Systems, 2024

A Transfer Learning Framework for Lung Cancer Classification Using EfficientV2-L: Generalizability Assessment.

Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz

Proceedings of the 6th International Conference on Pattern Analysis and Intelligent Systems, 2024

Network Slicing solutions for Internet of Vehicles (IoV) Networks: A Review.

Ahmed Arbaoui, Sahraoui Abdelatif, Makhlouf Derdour

Proceedings of the 6th International Conference on Pattern Analysis and Intelligent Systems, 2024

Improving QoE in IoV: a review of solutions and challenges for MPEG-DASH.

Guerrad Abdelghani, Sahraoui Abdelatif, Makhlouf Derdour

Proceedings of the 6th International Conference on Pattern Analysis and Intelligent Systems, 2024

Enhancing Traffic Forecasting Accuracy with Fuzzy Data Fusion Learning.

Sahraoui Abdelatif, Derdour Makhlouf, Kouzou Abdellah

Proceedings of the 21st International Multi-Conference on Systems, Signals & Devices, 2024

2023

PrSChain: A Blockchain Based Privacy Preserving Approach for Data Service Composition.

Rofaida Khemaissia, Makhlouf Derdour, Mohamed Amine Ferrag, Mohammed Mounir Bouhamed

Informatica (Slovenia), 2023

Big data visual exploration as a recommendation problem.

Moustafa Sadek Kahil, Abdelkrim Bouramoul, Makhlouf Derdour

Int. J. Data Min. Model. Manag., 2023

Model Based System Engineering for trust SCADA and ICS Systems in Oil & Gas Industry.

Zina Oudina, Makhlouf Derdour, Ahmed Dib, Amal Miloud Aouidate Tachouche

Proceedings of the 5th International Conference on Pattern Analysis and Intelligent Systems, 2023

IoT-Based Intelligent Medical Decision Support System for Cardiovascular Diseases.

Nadjem Eddine Menaceur, Sofia Kouah, Makhlouf Derdour

Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 3rd International Conference (NiDS 2023), 2023

A State of Art Review on Testing Open Multi-Agent Systems.

Djaber Guassmi, Nour El Houda Dehimi, Makhlouf Derdour

Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 3rd International Conference (NiDS 2023), 2023

A State-of-the-Art Review of the Mutation Analysis Technique for Testing Multi-agent Systems.

Soufiene Boukeloul, Nour El Houda Dehimi, Makhlouf Derdour

Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 3rd International Conference (NiDS 2023), 2023

2022

Lightweight deep learning model to secure authentication in Mobile Cloud Computing.

Abdelhakim Zeroual, Mohamed Amroune, Makhlouf Derdour, Atef Bentahar

J. King Saud Univ. Comput. Inf. Sci., 2022

Automated Deep Learning BLACK-BOX Attack for Multimedia P-BOX Security Assessment.

Zakaria Tolba, Makhlouf Derdour, Mohamed Amine Ferrag, S. M. Muyeen, Mohamed Benbouzid

IEEE Access, 2022

Machine learning based cryptanalysis techniques: perspectives, challenges and future directions.

Zakaria Tolba, Makhlouf Derdour, Nour El Houda Dehimi

Proceedings of the 4th International Conference on Pattern Analysis and Intelligent Systems, 2022

A Blockchain-Based Model for Efficient, Privacy-Preserving Online Medical Diagnoses.

Khadija Rais, Makhlouf Derdour, Mohamed Amroune

Proceedings of the 4th International Conference on Pattern Analysis and Intelligent Systems, 2022

Testing Cyber-Physical Production System: Test Methods Categorization and dataset.

Zina Oudina, Makhlouf Derdour, Mohammed Mounir Bouhamed

Proceedings of the 4th International Conference on Pattern Analysis and Intelligent Systems, 2022

Transfer Learning for the Classification of Small-Cell and Non-small-Cell Lung Cancer.

Mohamed Gasmi, Makhlouf Derdour, Abdelatif Gahmous

Proceedings of the Intelligent Systems and Pattern Recognition, 2022

2021

Maximizing WSN Life Using Power Efficient Grid-Chain Routing Protocol (PEGCP).

Fatima Bouakkaz, Makhlouf Derdour

Wirel. Pers. Commun., 2021

Personalized Online Learning: Context Driven Massive Open Online Courses.

Benmedakhene Nadira, Derdour Makhlouf, Mohamed Amroune

Int. J. Web Based Learn. Teach. Technol., 2021

SDGchain: When Service Dependency Graph Meets Blockchain to Enhance Privacy.

Rofaida Khemaissia, Makhlouf Derdour, Ala Djeddai, Mohamed Amine Ferrag

Proceedings of the IWSPA@CODASPY 2021: ACM Workshop on Security and Privacy Analytics, 2021

2020

Using Query Expansion Techniques and Content-Based Filtering for Personalizing Analysis in Big Data.

Menaceur Sadek, Makhlouf Derdour, Abdelkrim Bouramoul

Int. J. Inf. Technol. Web Eng., 2020

Intrusion detection using classification techniques: a comparative study.

Imad Bouteraa, Makhlouf Derdour, Ahmed Ahmim

Int. J. Data Min. Model. Manag., 2020

VANET: A novel service for predicting and disseminating vehicle traffic information.

Sahraoui Abdelatif, Makhlouf Derdour, Nacira Ghoualmi-Zine, Bouchra Marzak

Int. J. Commun. Syst., 2020

RDTIDS: Rules and Decision Tree-Based Intrusion Detection System for Internet-of-Things Networks.

Mohamed Amine Ferrag, Leandros Maglaras, Ahmed Ahmim, Makhlouf Derdour, Helge Janicke

Future Internet, 2020

2019

Blockchain Technologies for the Internet of Things: Research Issues and Challenges.

Mohamed Amine Ferrag, Makhlouf Derdour, Mithun Mukherjee, Abdelouahid Derhab, Leandros A. Maglaras, Helge Janicke

IEEE Internet Things J., 2019

A New Two-Level Clustering Approach for Situations Management in Distributed Smart Environments.

Mounir Achouri, Adel Alti, Derdour Makhlouf, Sébastien Laborie, Philippe Roose

Int. J. Ambient Comput. Intell., 2019

A Novel Hierarchical Intrusion Detection System Based on Decision Tree and Rules-Based Models.

Ahmed Ahmim, Leandros A. Maglaras, Mohamed Amine Ferrag, Makhlouf Derdour, Helge Janicke

Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

2018

A Multi-Objective ACO to Solve the Daily Carpool Problem.

Sahraoui Abdelatif, Derdour Makhlouf, Bouchra Marzak

Int. J. Strateg. Inf. Technol. Appl., 2018

Smart Traffic Management System for Anticipating Unexpected Road Incidents in Intelligent Transportation Systems.

Sahraoui Abdelatif, Derdour Makhlouf, Philippe Roose

Int. J. Grid High Perform. Comput., 2018

An intrusion detection system based on combining probability predictions of a tree of classifiers.

Ahmed Ahmim, Makhlouf Derdour, Mohamed Amine Ferrag

Int. J. Commun. Syst., 2018

Deep authentication model in Mobile Cloud Computing.

Abdelhakim Zeroual, Mohamed Amroune, Makhlouf Derdour, Abdallah Meraoumia, Atef Bentahar

Proceedings of the 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2018

A Self-adaptive Agent-based System for Cloud Platforms.

Merzoug Soltane, Yudith Cardinale, Rafael Angarita, Philippe Rosse, Marta Rukoz, Derdour Makhlouf, Okba Kazar

Proceedings of the 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2018

Intrusion Detection using Data Mining: A contemporary comparative study.

Imad Bouteraa, Makhlouf Derdour, Ahmed Ahmim

Proceedings of the 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2018

2017

Personalized Online Analytical Processing in Big Data Context Using User Profile and Search Context.

Menaceur Sadek, Makhlouf Derdour, Abdelkrim Bouramoul

Int. J. Strateg. Inf. Technol. Appl., 2017

A New Two-Layered Architecture for Efficient Situations Management in Smart Environments.

Mounir Achouri, Adel Alti, Derdour Makhlouf, Sébastien Laborie, Philippe Roose

Proceedings of the 9th International Conference on Management of Digital EcoSystems, 2017

2016

Loop Speed Trap Data Collection Method for an Accurate Short-Term Traffic Flow Forecasting.

Sahraoui Abdelatif, Derdour Makhlouf, Philippe Roose, Djamel Becktache

Proceedings of the Mobile Web and Intelligent Information Systems, 2016

2015

Security architecture metamodel for Model Driven security.

Derdour Makhlouf, Adel Alti, Mohamed Gasmi, Philippe Roose

J. Innov. Digit. Ecosyst., 2015

2014

To Implement an Open-MAS Architecture for Semantic Web Services Discovery: What Kind of P2P Protocol Do We Need?

Mohamed Gharzouli, Derdour Makhlouf

Int. J. Agent Technol. Syst., 2014

2012

An adaptation platform for multimedia applications CSC (Component, Service, Connector).

Derdour Makhlouf, Philippe Roose, Marc Dalmau, Nacira Ghoualmi-Zine

J. Syst. Inf. Technol., 2012

2011

CSC (Component, Service, Connector): A Platform for Self-Adaptation of Multimedia Applications.

Derdour Makhlouf, Philippe Roose, Marc Dalmau, Ghoualmi Nacera Zine

Proceedings of the 11th Annual International Conference on New Technologies of Distributed Systems, 2011

2010

UML-profile for multimedia software architectures.

Derdour Makhlouf, Nacira Ghoualmi-Zine, Philippe Roose, Marc Dalmau, Adel Alti

Int. J. Multim. Intell. Secur., 2010

MMSA: Metamodel Multimedia Software Architecture.

Derdour Makhlouf, Philippe Roose, Marc Dalmau, Nacira Ghoualmi-Zine, Adel Alti

Adv. Multim., 2010

An Adaptation Approach for Component-Based Software Architecture.

Derdour Makhlouf, Philippe Roose, Marc Dalmau, Nacira Ghoualmi-Zine, Adel Alti

Proceedings of the 34th Annual IEEE International Computer Software and Applications Conference, 2010

Vers une architecture d'adaptation automatique des applications reparties basées composants.

Derdour Makhlouf, Philippe Roose, Marc Dalmau, Nacira Ghoualmi-Zine, Adel Alti

Proceedings of the 4e Conférence francophone sur les Architectures Logicielles, 2010

2009

An Adaptation System for P2P Multimedia Applications.

Derdour Makhlouf, Nacira Ghoualmi-Zine, Philippe Roose, Marc Dalmau

Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009