Makhlouf Derdour

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 36

Top Topics

Intrusion Detection

Comparative Study

Adaptive Filtering

Top Venues

Int. J. Commun. Syst.

Publications

Mohamed El Amine Kheraifia, Sahraoui Abdelatif, Makhlouf Derdour
Blockchain-Driven Adaptive Streaming for IoT: Redefining Security in Video Delivery. PAIS (2024)
Nadjem Eddine Menaceur, Sofia Kouah, Makhlouf Derdour
Adaptive Filtering Strategies for ECG Signal Enhancement: A Comparative Study. PAIS (2024)
Guerrad Abdelghani, Sahraoui Abdelatif, Makhlouf Derdour
Improving QoE in IoV: a review of solutions and challenges for MPEG-DASH. PAIS (2024)
Ahmed Arbaoui, Sahraoui Abdelatif, Makhlouf Derdour
Network Slicing solutions for Internet of Vehicles (IoV) Networks: A Review. PAIS (2024)
Abderrazak Khediri, Hamda Slimi, Yahiaoui Ayoub, Makhlouf Derdour, Hakim Bendjenna, Charaf Eddine Ghenai
Enhancing Machine Learning Model Interpretability in Intrusion Detection Systems through SHAP Explanations and LLM-Generated Descriptions. PAIS (2024)
Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz
A Transfer Learning Framework for Lung Cancer Classification Using EfficientV2-L: Generalizability Assessment. PAIS (2024)
Zina Oudina, Makhlouf Derdour, Ahmed Dib, Mohammed Mounir Bouhamed
Empirical Analysis of the Security Threats and Risks that Drones Face, Represent, and Mitigation. PAIS (2024)
Rofaida Khemaissia, Makhlouf Derdour, Ala Djeddai
Blockchain Sharding based Federated Learning Empowered with NFT-based Privacy-Preserving Model Sharing. PAIS (2024)
Sabrina Sakraoui, Ahmed Ahmim, Makhlouf Derdour, Marwa Ahmim, Sarra Namane, Imed Ben Dhaou
FBMP-IDS: FL-Based Blockchain-Powered Lightweight MPC-Secured IDS for 6G Networks. IEEE Access 12 (2024)
Imed Eddine Bouramoul, Soumia Zertal, Makhlouf Derdour, Imene Zenbout
Enhancing IoT Security Through Deep learning and Evolutionary Bio-Inspired Intrusion Detection in IoT systems. PAIS (2024)
Nadjem Eddine Menaceur, Sofia Kouah, Makhlouf Derdour
IoT-Based Intelligent Medical Decision Support System for Cardiovascular Diseases. NiDS (2) (2023)
Rofaida Khemaissia, Makhlouf Derdour, Mohamed Amine Ferrag, Mohammed Mounir Bouhamed
PrSChain: A Blockchain Based Privacy Preserving Approach for Data Service Composition. Informatica (Slovenia) 47 (8) (2023)
Moustafa Sadek Kahil, Abdelkrim Bouramoul, Makhlouf Derdour
Big data visual exploration as a recommendation problem. Int. J. Data Min. Model. Manag. 15 (2) (2023)
Soufiene Boukeloul, Nour El Houda Dehimi, Makhlouf Derdour
A State-of-the-Art Review of the Mutation Analysis Technique for Testing Multi-agent Systems. NiDS (2) (2023)
Zina Oudina, Makhlouf Derdour, Ahmed Dib, Amal Miloud Aouidate Tachouche
Model Based System Engineering for trust SCADA and ICS Systems in Oil & Gas Industry. PAIS (2023)
Djaber Guassmi, Nour El Houda Dehimi, Makhlouf Derdour
A State of Art Review on Testing Open Multi-Agent Systems. NiDS (1) (2023)
Khadija Rais, Makhlouf Derdour, Mohamed Amroune
A Blockchain-Based Model for Efficient, Privacy-Preserving Online Medical Diagnoses. PAIS (2022)
Zakaria Tolba, Makhlouf Derdour, Nour El Houda Dehimi
Machine learning based cryptanalysis techniques: perspectives, challenges and future directions. PAIS (2022)
Mohamed Gasmi, Makhlouf Derdour, Abdelatif Gahmous
Transfer Learning for the Classification of Small-Cell and Non-small-Cell Lung Cancer. ISPR (2022)
Abdelhakim Zeroual, Mohamed Amroune, Makhlouf Derdour, Atef Bentahar
Lightweight deep learning model to secure authentication in Mobile Cloud Computing. J. King Saud Univ. Comput. Inf. Sci. 34 (9) (2022)
Zakaria Tolba, Makhlouf Derdour, Mohamed Amine Ferrag, S. M. Muyeen, Mohamed Benbouzid
Automated Deep Learning BLACK-BOX Attack for Multimedia P-BOX Security Assessment. IEEE Access 10 (2022)
Zina Oudina, Makhlouf Derdour, Mohammed Mounir Bouhamed
Testing Cyber-Physical Production System: Test Methods Categorization and dataset. PAIS (2022)
Rofaida Khemaissia, Makhlouf Derdour, Ala Djeddai, Mohamed Amine Ferrag
SDGchain: When Service Dependency Graph Meets Blockchain to Enhance Privacy. IWSPA@CODASPY (2021)
Fatima Bouakkaz, Makhlouf Derdour
Maximizing WSN Life Using Power Efficient Grid-Chain Routing Protocol (PEGCP). Wirel. Pers. Commun. 117 (2) (2021)
Imad Bouteraa, Makhlouf Derdour, Ahmed Ahmim
Intrusion detection using classification techniques: a comparative study. Int. J. Data Min. Model. Manag. 12 (1) (2020)
Mohamed Amine Ferrag, Leandros A. Maglaras, Ahmed Ahmim, Makhlouf Derdour, Helge Janicke
RDTIDS: Rules and Decision Tree-Based Intrusion Detection System for Internet-of-Things Networks. Future Internet 12 (3) (2020)
Menaceur Sadek, Makhlouf Derdour, Abdelkrim Bouramoul
Using Query Expansion Techniques and Content-Based Filtering for Personalizing Analysis in Big Data. Int. J. Inf. Technol. Web Eng. 15 (2) (2020)
Sahraoui Abdelatif, Makhlouf Derdour, Nacira Ghoualmi-Zine, Bouchra Marzak
VANET: A novel service for predicting and disseminating vehicle traffic information. Int. J. Commun. Syst. 33 (6) (2020)
Ahmed Ahmim, Leandros A. Maglaras, Mohamed Amine Ferrag, Makhlouf Derdour, Helge Janicke
A Novel Hierarchical Intrusion Detection System Based on Decision Tree and Rules-Based Models. DCOSS (2019)
Mohamed Amine Ferrag, Makhlouf Derdour, Mithun Mukherjee, Abdelouahid Derhab, Leandros A. Maglaras, Helge Janicke
Blockchain Technologies for the Internet of Things: Research Issues and Challenges. IEEE Internet Things J. 6 (2) (2019)
Ahmed Ahmim, Leandros A. Maglaras, Mohamed Amine Ferrag, Makhlouf Derdour, Helge Janicke
A Novel Hierarchical Intrusion Detection System based on Decision Tree and Rules-based Models. CoRR (2018)
Imad Bouteraa, Makhlouf Derdour, Ahmed Ahmim
Intrusion Detection using Data Mining: A contemporary comparative study. PAIS (2018)
Ahmed Ahmim, Makhlouf Derdour, Mohamed Amine Ferrag
An intrusion detection system based on combining probability predictions of a tree of classifiers. Int. J. Commun. Syst. 31 (9) (2018)
Mohamed Amine Ferrag, Makhlouf Derdour, Mithun Mukherjee, Abdelouahid Derhab, Leandros A. Maglaras, Helge Janicke
Blockchain Technologies for the Internet of Things: Research Issues and Challenges. CoRR (2018)
Abdelhakim Zeroual, Mohamed Amroune, Makhlouf Derdour, Abdallah Meraoumia, Atef Bentahar
Deep authentication model in Mobile Cloud Computing. PAIS (2018)
Menaceur Sadek, Makhlouf Derdour, Abdelkrim Bouramoul
Personalized Online Analytical Processing in Big Data Context Using User Profile and Search Context. Int. J. Strateg. Inf. Technol. Appl. 8 (4) (2017)