Mohamed-el-Amine Brahmia

43 papers B 10C 4Journal 13Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ADAP-GNN: Adaptive property-aware graph neural network for intrusion detection in IoT networks. Comput. Electr. Eng. Mortada Termos, Zakariya Ghalmane, Mohamed-el-Amine Brahmia, Ahmad Fadlallah, Ali Jaber, Mourad Zghal
2026	C	`conf`	Bi-Objective Electric Vehicle Charging Scheduling with Stochastic Vehicle Arrivals. ICORES Aimen Khiar, Mohamed-el-Amine Brahmia, Lhassane Idoumghar
2026	J	`jnl`	Community-based vulnerability prediction framework for IoT intrusion detection using only network topology. Future Gener. Comput. Syst. Fouad Al Tfaily, Zakariya Ghalmane, Mohamed-el-Amine Brahmia, Hussein Hazimeh, Ali Jaber, Mourad Zghal
2026	J	`jnl`	FedWKD: Federated learning weighted aggregation with knowledge distillation for IoT forecasting. Internet Things Bouchra Fakher, Mohamed-el-Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa
2026	J	`jnl`	HiFEL-OCKT: Hierarchical federated edge learning with objective congruence and multi-level knowledge transfer for IoT ecosystems. Internet Things Ahmed Rafik El-Mehdi Baahmed, Jean-François Dollinger, Mohamed-el-Amine Brahmia, Mourad Zghal
2025	J	`jnl`	Combining client-based anomaly detection and federated learning for energy forecasting in smart buildings. Clust. Comput. Bouchra Fakher, Mohamed-el-Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa
2025	C	`conf`	Enhancing IoT Network Intrusion Detection with a New GraphSAGE Embedding Algorithm Using Centrality Measures. IoTBDS Mortada Termos, Zakariya Ghalmane, Mohamed-el-Amine Brahmia, Ahmad Fadlallah, Ali Jaber, Mourad Zghal
2025	B	`conf`	FedCSA: A Novel Federated Learning Client Selection with Anomaly Detection Approach for IoT Systems. WCNC Bouchra Fakher, Mohamed-el-Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa
2025	J	`jnl`	Federated Learning Survey: A Multi-Level Taxonomy of Aggregation Techniques, Experimental Insights, and Future Frontiers. CoRR Meriem Arbaoui, Mohamed-el-Amine Brahmia, Abdellatif Rahmoun, Mourad Zghal
2025	C	`conf`	Generating Realistic Cyber Security Datasets for IoT Networks with Diverse Complex Network Properties. IoTBDS Fouad Al Tfaily, Zakariya Ghalmane, Mortada Termos, Mohamed-el-Amine Brahmia, Ali Jaber, Mourad Zghal
2025	B	`conf`	Integrating Centrality Measures in Federated Learning-Based Intrusion Detection Systems. WCNC Mortada Termos, Zakariya Ghalmane, Mohamed-el-Amine Brahmia, Ahmad Fadlallah, Ali Jaber, Mourad Zghal
2025	C	`conf`	Optimized Scheduling for Electric Vehicle Charging: A Multi-Objective Approach to Grid Stability and User Satisfaction. ICORES Aimen Khiar, Mohamed-el-Amine Brahmia, Ammar Oulamara, Lhassane Idoumghar
2024	B	`conf`	A Hybrid Binary Grey Wolf Optimiser for WSN Deployment in Indoor Environments Based on BIM Database. WCNC Khaoula Zaimen, Laurent Moalic, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
2024	J	`jnl`	An intelligent mechanism for energy consumption scheduling in smart buildings. Clust. Comput. Hassan Harb, Mohamad Hijazi, Mohamed-el-Amine Brahmia, Ali Kadhum Idrees, Mouhammad Alakkoumi, Ali Jaber, Abdelhafid Abouaissa
2024	B	`conf`	Empowering Energy Consumption Forecasting in Smart Buildings: Towards a Hybrid Loss Function. IWCMC Aline Abboud, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Ahmad Shahin, Rocks Mazraani
2024	B	`conf`	FedLbs: Federated Learning Loss-Based Swapping Approach for Energy Building's Load Forecasting. IWCMC Bouchra Fakher, Mohamed-el-Amine Brahmia, Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa
2024	J	`jnl`	Federated Learning Survey: A Multi-Level Taxonomy of Aggregation Techniques, Experimental Insights, and Future Frontiers. ACM Trans. Intell. Syst. Technol. Meriem Arbaoui, Mohamed-el-Amine Brahmia, Abdellatif Rahmoun, Mourad Zghal
2024	J	`jnl`	GDLC: A new Graph Deep Learning framework based on centrality measures for intrusion detection in IoT networks. Internet Things Mortada Termos, Zakariya Ghalmane, Mohamed-el-Amine Brahmia, Ahmad Fadlallah, Ali Jaber, Mourad Zghal
2024	B	`conf`	Hyperparameter Impact on Computational Efficiency in Federated Edge Learning. IWCMC Ahmed Rafik El-Mehdi Baahmed, Jean-François Dollinger, Mohamed-el-Amine Brahmia, Mourad Zghal
2024	B	`conf`	Optimizing Shapley Value for Client Valuation in Federated Learning through Enhanced GTG-Shapley. IWCMC Meriem Arbaoui, Mohamed-el-Amine Brahmia, Abdellatif Rahmoun, Mourad Zghal
2023	—	`conf`	A Comparative Study of Blockchain Development Platforms. ICCIP Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
2023	B	`conf`	A Comparative Study of Meta-Heuristic Algorithms for WSN Deployment Problem in Indoor Environments. CEC Khaoula Zaimen, Mohamed-el-Amine Brahmia, Laurent Moalic, Abdelhafid Abouaissa, Lhassane Idoumghar
2023	B	`conf`	A Hybrid Aggregation Approach for Federated Learning to Improve Energy Consumption in Smart Buildings. IWCMC Aline Abboud, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Ahmad Shahin, Rocks Mazraani
2023	—	`conf`	Connectivity Repair Heuristics for Stationary Wireless Sensor Networks. ICC Khaoula Zaimen, Laurent Moalic, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
2023	—	`conf`	Intrusion Detection System for IoT Based on Complex Networks and Machine Learning. DASC/PiCom/CBDCom/CyberSciTech Mortada Termos, Zakariya Ghalmane, Mohamed-el-Amine Brahmia, Ahmad Fadlallah, Ali Jaber, Mourad Zghal
2022	—	`conf`	A Reinforcement Learning-Based Node Selection for PBFT Consensus. SDS Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
2022	—	`conf`	A Stochastic Approach for Extracting Community-Based Backbones. COMPLEX NETWORKS (2) Zakariya Ghalmane, Mohamed-el-Amine Brahmia, Mourad Zghal, Hocine Cherifi
2022	J	`jnl`	A Survey of Artificial Intelligence Based WSNs Deployment Techniques and Related Objectives Modeling. IEEE Access Khaoula Zaimen, Mohamed-el-Amine Brahmia, Laurent Moalic, Abdelhafid Abouaissa, Lhassane Idoumghar
2022	—	`conf`	A review of IoT architectures in smart healthcare applications. FMEC Meriem Arbaoui, Mohamed-el-Amine Brahmia, Abdellatif Rahmoun
2022	B	`conf`	APBFT: An Adaptive PBFT Consensus for Private Blockchains. GLOBECOM Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
2022	—	`conf`	An Adaptive Attack Prediction Framework in Cyber-Physical Systems. SDS Mohamed-el-Amine Brahmia, Sami Babouche, Samir Ouchani, Mourad Zghal
2022	—	`conf`	FPBFT: A Fast PBFT Protocol for Private Blockchains. IOTSMS Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
2022	—	`conf`	Towards secure and reliable aggregation for Federated Learning protocols in healthcare applications. SDS Meriem Arbaoui, Mohamed-el-Amine Brahmia, Abdellatif Rahmoun
2021	—	`conf`	Coverage Maximization in WSN Deployment Using Particle Swarm Optimization with Voronoi Diagram. MEDI Workshops Khaoula Zaimen, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Laurent Moalic, Abdelhafid Abouaissa, Lhassane Idoumghar
2021	—	`conf`	Modeling the Greedy Behavior Attack and Analyzing its Impact on IoT Networks. EUSPN/ICTH Fatima Salma Sadek, Khaled Belkadi, Abdelhafid Abouaissa, Samir Ouchani, Mohamed-el-Amine Brahmia, Pascal Lorenz
2021	—	`conf`	RPL-OC: Extension of RPL Protocol for LLN Networks Based on the Operator Calculus Approach. ICICT (1) Abdusy Syarif, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Abdelhafid Abouaissa, Lhassane Idoumghar
2020	—	`conf`	A BIM-based framework for an Optimal WSN Deployment in Smart Building. NOF Walid Miloud Dahmane, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Samir Ouchani
2020	—	`conf`	A Overview on WSN Deployment and a Novel Conceptual BIM-based Approach in Smart Buildings. IoTSMS Khaoula Zaimen, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Laurent Moalic, Abdelhafid Abouaissa, Lhassane Idoumghar
2020	—	`conf`	Performance Analysis of RPL Protocols in LLN Network Using Friedman's Test. IoTSMS Novi Azman, Abdusy Syarif, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Samir Ouchani, Lhassane Idoumghar
2015	—	`conf`	A combined path selection and admission control scheme for IPTV in IEEE 802.16j MMR networks. ICC Mohamed-el-Amine Brahmia, Abdusy Syarif, Abdelhafid Abouaissa, Pascal Lorenz
2014	J	`jnl`	Adaptive scheduling mechanism for IPTV over WiMAX IEEE 802.16j networks. Int. J. Commun. Syst. Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Pascal Lorenz
2014	J	`jnl`	An Efficient Study of Scheduling Algorithms with Friedman Test in WiMAX Networks. Netw. Protoc. Algorithms Mohamed-el-Amine Brahmia, Abdusy Syarif, Abdelhafid Abouaissa, Lhassane Idoumghar, Pascal Lorenz
2013	J	`jnl`	Increasing end-to-end fairness over IEEE 802.11e-based wireless mesh networks. Int. J. Commun. Syst. Abdelhafid Abouaissa, Mohamed-el-Amine Brahmia, Pascal Lorenz