BFCL: a secure decentralized framework for chest x-ray image classification using blockchain federated contrastive learning M Abid, MK Benkaddour, M Benouis, Y Said Can Cluster Computing 29 (4), 213 , 2026 2026
Decentralized anomaly detection in electric vehicle supply equipment via federated learning and blockchain integration M Abid, MK Benkaddour, M Benouis, A Bouazza Computing 108 (3), 41 , 2026 2026 Citations: 2
Enhancing federated learning for privacy preserving intrusion detection in IoT networks MK Benkaddour, M Abid, A Tedjini, M Chenine Przeglad Elektrotechniczny 2025 (9), 129-135 , 2025 2025 Citations: 1
A Tailored Compliance Solution for Securing Personal Data privacy under Law 18-07 in Algeria M kamel Benkaddour, R Guettal ITEGAM-JETIA 11 (52), 148-155 , 2025 2025
A Federated Learning Approach for Intrusion Detection System using Deep Neural Network T Abdeldjalil, C Mustapha, BM Kamel, A Malika 2025 International Symposium on iNnovative Informatics of Biskra (ISNIB), 1-6 , 2025 2025 Citations: 3
EARLY PREDICTION OF ALZHEIMER'S DISEASE USING CONVOLUTIONAL NEURAL NETWORK MK Benkaddour Nigerian Journal of Technology 44 (4), 722-731 , 2025 2025
Privacy-preserving intrusion detection using FedSplit learning M Abid, MK Benkaddour, M Benouis International Symposium on Modelling and Implementation of Complex Systems … , 2024 2024 Citations: 2
Federated learning and convolutional neural networks for intrusion detection systems M Abid, MK Benkaddour, M Benouis 2024 6th International Conference on Pattern Analysis and Intelligent … , 2024 2024 Citations: 3
An Intrusion Detection System Based on Federated Deep Learning BM Kamel, A Tedjini, M Chenine KASDI MERBAH UNIVERSITY OUARGLA , 2024 2024 Citations: 4
Efficient Image Classification for Early Prediction of Alzheimer's Disease MK BENKADDOUR, K Bendehiba, A Habita Kasdi Marbah University Ouargla , 2023 2023 Citations: 4
Federated Learning paradigm in E-health systems: An overview A Sellamna, AZE Boukhamla, MK Benkaddour 2022 4th International Conference on Pattern Analysis and Intelligent … , 2022 2022 Citations: 8
Offline Arabic Handwriting Recognition Using a Deep Neural Approach S Benbakreti, M Benouis, MK Benkaddour University of Eloued جامعة الوادي , 2022 2022
et BENKADDOUR, Mohammed Kamel S BENBAKRETI, M BENOUIS Offline Arabic Handwriting Recognition Using a Deep Neural Approach , 2022 2022
Face Attributes Classification Based on Deep Neural Network S Rechache 2022 Citations: 2
CNN based features extraction for age estimation and gender classification MK Benkaddour Informatica 45 (5) , 2021 2021 Citations: 48
Human Age And Gender Classification using Convolutional Neural Network MK Benkaddour, S Lahlali, M Trabelsi 2020 2nd International Workshop on Human-Centric Smart Environments for … , 2021 2021 Citations: 42
CNN based features extraction for age estimation and gender classification. Informatica, Slovenian Society Informatika, 45 (5) MK Benkaddour 2021 Citations: 2
Analyse et classification d’image médicales par réseaux de neurone profond I BARKA, S BERBIA Université Kasdi Merbah Ouargla , 2021 2021 Citations: 2
Reconnaissance des formes et classification automatique: Application à l’identification biométrique BM Kamel 2020
La gestion de qualité de service dans les réseaux NGN Y Bendania, W Chaib, MK, Benkaddour Éditions universitaires européennes , 2019 2019
MOST CITED SCHOLAR PUBLICATIONS
Feature extraction and classification using deep convolutional neural networks, PCA and SVC for face recognition. MK Benkaddour, A Bounoua Traitement du signal 34 , 2017 2017.0 Citations: 60
CNN based features extraction for age estimation and gender classification MK Benkaddour Informatica 45 (5) , 2021 2021.0 Citations: 48
Human Age And Gender Classification using Convolutional Neural Network MK Benkaddour, S Lahlali, M Trabelsi 2020 2nd International Workshop on Human-Centric Smart Environments for … , 2021 2021.0 Citations: 42
Segmentation d’image par Coopération région-contours mohammed kamel BENKADDOUR, S BENFRIHA, A HAMEL 2016.0 Citations: 11
A Novel Technique For Human Face Recognition Using Fractal Code and Bi-dimensional Subspace M BENOUIS, MK BENKADDOUR, R T, MS The 5th International Conference on Computer Science and its Applications … , 2015 2015.0 Citations: 9
Federated Learning paradigm in E-health systems: An overview A Sellamna, AZE Boukhamla, MK Benkaddour 2022 4th International Conference on Pattern Analysis and Intelligent … , 2022 2022.0 Citations: 8
Extraction des caractéristiques pour l’analyse biométrique d’un visage MK Benkaddour, A BETTAHAR, F SABER 2014.0 Citations: 7
An Intrusion Detection System Based on Federated Deep Learning BM Kamel, A Tedjini, M Chenine KASDI MERBAH UNIVERSITY OUARGLA , 2024 2024.0 Citations: 4
Efficient Image Classification for Early Prediction of Alzheimer's Disease MK BENKADDOUR, K Bendehiba, A Habita Kasdi Marbah University Ouargla , 2023 2023.0 Citations: 4
Système de reconnaissance de visage par un réseau de neurone convolutionnel (CNN) S BEGGARI, K KHAMRA, MK BENKADDOUR 2018.0 Citations: 4
A Federated Learning Approach for Intrusion Detection System using Deep Neural Network T Abdeldjalil, C Mustapha, BM Kamel, A Malika 2025 International Symposium on iNnovative Informatics of Biskra (ISNIB), 1-6 , 2025 2025.0 Citations: 3
Federated learning and convolutional neural networks for intrusion detection systems M Abid, MK Benkaddour, M Benouis 2024 6th International Conference on Pattern Analysis and Intelligent … , 2024 2024.0 Citations: 3
Decentralized anomaly detection in electric vehicle supply equipment via federated learning and blockchain integration M Abid, MK Benkaddour, M Benouis, A Bouazza Computing 108 (3), 41 , 2026 2026.0 Citations: 2
Privacy-preserving intrusion detection using FedSplit learning M Abid, MK Benkaddour, M Benouis International Symposium on Modelling and Implementation of Complex Systems … , 2024 2024.0 Citations: 2
Face Attributes Classification Based on Deep Neural Network S Rechache 2022.0 Citations: 2
CNN based features extraction for age estimation and gender classification. Informatica, Slovenian Society Informatika, 45 (5) MK Benkaddour 2021.0 Citations: 2
Analyse et classification d’image médicales par réseaux de neurone profond I BARKA, S BERBIA Université Kasdi Merbah Ouargla , 2021 2021.0 Citations: 2
Un système de détection d’intrusion basés sur l’apprentissage profond pour la cybersécurité MK BENKADDOUR, D ZITOUNI, A BARKA Kasdi Merbah University OUARGLA ALGERIA , 0 Citations: 2
Hand gesture and sign language recognition based on deep learning MK BENKADDOUR, Y Abazi, Z Aziza Akram UNIVERSITY OF KASDI MERBAH OUARGLA , 0 Citations: 2
Enhancing federated learning for privacy preserving intrusion detection in IoT networks MK Benkaddour, M Abid, A Tedjini, M Chenine Przeglad Elektrotechniczny 2025 (9), 129-135 , 2025 2025.0 Citations: 1
