Zakaria Abou El Houda

56 papers B 12C 2Journal 28Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks. CoRR Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda, Raphaël Khoury, Kelton A. P. Costa, Tiago H. Falk, Anderson R. Avila
2026	C	`conf`	Leveraging Large Language Models for Contextual Threat Hypothesis Generation in IoT Networks. ICCE Abderrahman Elhajjout, Zahi Jarir, Hajar Moudoud, Alan Davoust, Zakaria Abou El Houda
2026	J	`jnl`	Scaling Text-Based Semantic Communication Systems With Heterogeneous Mixture of Experts. IEEE Wirel. Commun. Lett. Duc N. M. Hoang, Long Bao Le, Zakaria Abou El Houda
2026	J	`jnl`	Split Federated Learning-Driven Resource-Efficient MEC Framework for UAV-Based Networks. IEEE Trans. Netw. Sci. Eng. Houda Hafi, Bouziane Brik, Zakaria Abou El Houda, Adlen Ksentini
2026	J	`jnl`	Toward a Secure Zero-Touch Tactile Internet: Challenges and Opportunities. IEEE Commun. Mag. Zakaria Abou El Houda, Hajar Moudoud
2025	J	`jnl`	A Blockchain-Based Cross-Domain DDoS Mitigation in Consumer Networks. IEEE Trans. Consumer Electron. Hajar Moudoud, Zakaria Abou El Houda, Bouziane Brik
2025	B	`conf`	A Blockchain-Enabled Multi-Layered Zero-Trust Security Framework for O-RAN. IWCMC Ali Mehrban, Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi
2025	J	`jnl`	Advancing Privacy and Fairness in Healthcare Using Federated Edge Learning and Blockchain. IEEE Internet Things J. Hajar Moudoud, Zakaria Abou El Houda, Bouziane Brik
2025	J	`jnl`	Advancing Robustness and Privacy in Federated Learning for Secure Autonomous Vehicle Systems. IEEE Trans. Consumer Electron. Hajar Moudoud, Zakaria Abou El Houda, Bouziane Brik, Mian Ahmad Jan, Bandar Alshawi
2025	J	`jnl`	An In-Depth Comparative Study of Quantum-Classical Encoding Methods for Network Intrusion Detection. IEEE Open J. Commun. Soc. Adam Kadi, Aymene Selamnia, Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi
2025	—	`conf`	An SDN-based Adaptive Ensemble Learning Framework for Intrusion Mitigation in Wireless Networks. ICC Hajar Moudoud, Zakaria Abou El Houda, Lyes Khoukhi, Hussein T. Mouftah
2025	—	`conf`	Blockchain-Based Federated Learning for Enhanced Cyber-Threats Detection in Connected Vehicles. ICC Houda Amari, Zakaria Abou El Houda, Hajar Moudoud, Lyes Khoukhi, Lamia Hadrich Belguith
2025	B	`conf`	Enhanced Adversarial Domain Adaptation for Intrusion Detection Systems. WiMob Ines Guerziz, Zakaria Abou El Houda, Long Bao Le
2025	—	`conf`	Enhancing IIoT Security with Deep Reinforcement Learning for Intrusion Detection. NTMS Aymene Selamnia, Lyes Khoukhi, Mondher Ayadi, Zakaria Abou El Houda
2025	B	`conf`	Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks. SMC Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda, Raphaël Khoury, Kelton A. P. Costa, Tiago H. Falk, Anderson R. Avila
2025	—	`conf`	Graph Neural Network Framework for Advanced Persistent Threat Detection in IIoT Environments. CommNet Kaouthar Merzouki, Youssef Hadi, Hassan Elghazi, Hajar Moudoud, Zakaria Abou El Houda
2025	J	`jnl`	Integrating Zero Trust Architecture in O-RAN: A Comprehensive Survey and Analysis. IEEE Open J. Commun. Soc. Ali Mehrban, Zakaria Abou El Houda, Hajar Moudoud, Long Bao Le
2025	J	`jnl`	LLMs to Secure Consumer Networks: Open Problems and Future Directions. IEEE Consumer Electron. Mag. Hajar Moudoud, Zakaria Abou El Houda, Bouziane Brik
2025	B	`conf`	Securing O-RAN Equipment Using Blockchain-Based Supply Chain Verification. IWCMC Ali Mehrban, Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi
2025	B	`conf`	Vehicular Edge Computing: An Enhanced Vehicle Participant Selection System for Federated Learning. IWCMC Sofiane Dahmane, Abdelmadjid Benarfa, Bouziane Brik, Zakaria Abou El Houda
2025	J	`jnl`	When Federated Learning Meets Knowledge Distillation to Secure Consumer Edge Network. IEEE Trans. Consumer Electron. Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik
2024	J	`jnl`	A Privacy-Preserving Collaborative Jamming Attacks Detection Framework Using Federated Learning. IEEE Internet Things J. Zakaria Abou El Houda, Diala Naboulsi, Georges Kaddoum
2024	J	`jnl`	A Privacy-Preserving Framework for Efficient Network Intrusion Detection in Consumer Network Using Quantum Federated Learning. IEEE Trans. Consumer Electron. Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Muhammad Adil
2024	J	`jnl`	Advancing Security and Trust in WSNs: A Federated Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Consumer Electron. Hajar Moudoud, Zakaria Abou El Houda, Bouziane Brik
2024	—	`conf`	Blockchain Meets O-RAN: A Decentralized Zero-Trust Framework for Secure and Resilient O-RAN in 6G and Beyond. INFOCOM (Workshops) Zakaria Abou El Houda, Hajar Moudoud, Lyes Khoukhi
2024	J	`jnl`	Blockchain-Enabled Federated Learning for Enhanced Collaborative Intrusion Detection in Vehicular Edge Computing. IEEE Trans. Intell. Transp. Syst. Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi
2024	J	`jnl`	Federated Deep Reinforcement Learning for Efficient Jamming Attack Mitigation in O-RAN. IEEE Trans. Veh. Technol. Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik
2024	—	`conf`	Reputation-Aware Scheduling for Secure Internet of Drones: A Federated Multi-Agent Deep Reinforcement Learning Approach. INFOCOM (Workshops) Hajar Moudoud, Zakaria Abou El Houda, Bouziane Brik
2024	J	`jnl`	Securing IIoT applications in 6G and beyond using adaptive ensemble learning and zero-touch multi-resource provisioning. Comput. Commun. Zakaria Abou El Houda, Bouziane Brik, Adlen Ksentini
2024	—	`conf`	Securing the Metaverse: The Intersection of ML-Based Oracles and Blockchain Technology. iMETA Hajar Moudoud, Zakaria Abou El Houda, Bouziane Brik
2024	J	`jnl`	Zero Trust Security Architecture for 6G Open Radio Access Networks (ORAN). IEEE Netw. Lett. Hajar Moudoud, Zakaria Abou El Houda, Bouziane Brik
2023	J	`jnl`	A MEC-Based Architecture to Secure IoT Applications using Federated Deep Learning. IEEE Internet Things Mag. Zakaria Abou El Houda, Bouziane Brik, Adlen Ksentini, Lyes Khoukhi
2023	B	`conf`	Advancing Security and Efficiency in Federated Learning Service Aggregation for Wireless Networks. PIMRC Zakaria Abou El Houda, Diala Naboulsi, Georges Kaddoum
2023	J	`jnl`	MiTFed: A Privacy Preserving Collaborative Network Attack Mitigation Framework Based on Federated Learning Using SDN and Blockchain. IEEE Trans. Netw. Sci. Eng. Zakaria Abou El Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi
2023	J	`jnl`	Next-power: Next-generation framework for secure and sustainable energy trading in the metaverse. Ad Hoc Networks Zakaria Abou El Houda, Bouziane Brik
2023	B	`conf`	Secure and Efficient Federated Learning for Robust Intrusion Detection in IoT Networks. GLOBECOM Zakaria Abou El Houda, Hajar Moudoud, Lyes Khoukhi
2023	—	`conf`	Securing Federated Learning through Blockchain and Explainable AI for Robust Intrusion Detection in IoT Networks. INFOCOM Workshops Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi
2023	C	`conf`	Towards a Secure and Scalable Access Control System Using Blockchain. ICBC Zakaria Abou El Houda, Jérémy Beaugeard, Quentin Sauvêtre, Lyes Khoukhi
2023	J	`jnl`	Trust Management in Vehicular Ad-Hoc Networks: Extensive Survey. IEEE Access Houda Amari, Zakaria Abou El Houda, Lyes Khoukhi, Lamia Hadrich Belguith
2023	J	`jnl`	When Collaborative Federated Learning Meets Blockchain to Preserve Privacy in Healthcare. IEEE Trans. Netw. Sci. Eng. Zakaria Abou El Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi, Bouziane Brik
2022	J	`jnl`	"Why Should I Trust Your IDS?": An Explainable Deep Learning Framework for Intrusion Detection Systems in Internet of Things Networks. IEEE Open J. Commun. Soc. Zakaria Abou El Houda, Bouziane Brik, Lyes Khoukhi
2022	—	`conf`	A Hierarchical Fog Computing Framework for Network Attack Detection in SDN. ICC Zakaria Abou El Houda, Lyes Khoukhi
2022	B	`conf`	A Low-Latency Fog-based Framework to secure IoT Applications using Collaborative Federated Learning. LCN Zakaria Abou El Houda, Lyes Khoukhi, Bouziane Brik
2022	J	`jnl`	A Novel IoT-Based Explainable Deep Learning Framework for Intrusion Detection Systems. IEEE Internet Things Mag. Zakaria Abou El Houda, Bouziane Brik, Sidi-Mohammed Senouci
2022	—	`conf`	Cost-efficient Federated Reinforcement Learning- Based Network Routing for Wireless Networks. FNWF Zakaria Abou El Houda, Diala Naboulsi, Georges Kaddoum
2022	B	`conf`	Ensemble Learning for Intrusion Detection in SDN-Based Zero Touch Smart Grid Systems. LCN Zakaria Abou El Houda, Bouziane Brik, Lyes Khoukhi
2022	J	`jnl`	When Federated Learning Meets Game Theory: A Cooperative Framework to Secure IIoT Applications on Edge Computing. IEEE Trans. Ind. Informatics Zakaria Abou El Houda, Bouziane Brik, Adlen Ksentini, Lyes Khoukhi, Mohsen Guizani
2021	B	`conf`	A Novel Machine Learning Framework for Advanced Attack Detection using SDN. GLOBECOM Zakaria Abou El Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi
2021	—	`conf`	Blockchain-based Reverse Auction for V2V charging in smart grid environment. ICC Zakaria Abou El Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi
2021	—	`—`	Security Enforcement through Software Defined Networks (SDN). (Renforcement de la sécurité à travers les réseaux programmables). Zakaria Abou El Houda
2020	—	`conf`	Blockchain Meets AMI: Towards Secure Advanced Metering Infrastructures. ICC Zakaria Abou El Houda, Abdelhakim Hafid, Lyes Khoukhi
2020	—	`conf`	BrainChain - A Machine learning Approach for protecting Blockchain applications using SDN. ICC Zakaria Abou El Houda, Abdelhakim Hafid, Lyes Khoukhi
2020	J	`jnl`	Bringing Intelligence to Software Defined Networks: Mitigating DDoS Attacks. IEEE Trans. Netw. Serv. Manag. Zakaria Abou El Houda, Lyes Khoukhi, Abdelhakim Senhaji Hafid
2019	B	`conf`	Co-IoT: A Collaborative DDoS Mitigation Scheme in IoT Environment Based on Blockchain Using SDN. GLOBECOM Zakaria Abou El Houda, Abdelhakim Hafid, Lyes Khoukhi
2019	J	`jnl`	Cochain-SC: An Intra- and Inter-Domain Ddos Mitigation Scheme Based on Blockchain Using SDN and Smart Contract. IEEE Access Zakaria Abou El Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi
2018	B	`conf`	ChainSecure - A Scalable and Proactive Solution for Protecting Blockchain Applications Using SDN. GLOBECOM Zakaria Abou El Houda, Lyes Khoukhi, Abdelhakim Hafid