Zakaria Abou El Houda

Livres 

[3] H. Moudoud, Ouaissa, M., Ouaissa, M., Z. A. E. Houda, and Hemant, I. U.  (Eds.) Digital Forensics in Next Generation Internet for Medical Things: Balancing Security and Sustainability. CRC Press, 2025, to appear.  

[2] Houda Hafi, Bouziane Brik., and Z. A. E. Houda, Collaborative Learning for 6G Mobile Wireless Networks. Elsevier Book, 2025, to appear.  

[1] Khan, I. U., Ouaissa, M., Ouaissa, M., Z. A. E. Houda, & Ijaz, M. F. (Eds.) Cyber security for next generation computing technologies. CRC Press, 2024.  

Articles publiés dans des revues

[J21]Z. A. E. Houda, Hajar Moudoud, and Bouziane Brik, « When Federated Learning Meets Knowledge Distillation to Secure Consumer Edge Network « , IEEE Transactions on Consumer Electronics, 2025, to appear. 

[J20], H. Moudoud.  Z. A. E. Houda, et al. « MetaPower: Empowering P2P Energy Trading in the Metaverse with Digital Twins and Blockchain, » in IEEE Systems, Man, and Cybernetics Magazine, 2025, to appear.

[J19]  H. Moudoud, Z. A. E. Houda, and B. Brik, « LLMs to Secure Consumer Networks: Open Problems and Future Directions, » in IEEE Consumer Electronics Magazine, doi: 10.1109/MCE.2025.3542247.

[J18]  A. Kadi, A. Selamnia,  Z. A. E. Houda, H. Moudoud, B. Brik and L. Khoukhi, « An In-Depth Comparative Study of Quantum-Classical Encoding Methods for Network Intrusion Detection, » in IEEE Open Journal of the Communications Society, vol. 6, pp. 1129-1148, 2025

[J17] H. Moudoud, Z. A. E. Houda, and B. Brik, « Zero Trust Security Architecture for 6G Open Radio Access Networks (ORAN), » in IEEE Networking Letters, vol. 6, no. 4, pp. 272-275, Dec. 2024.

[J16] Z. A. E. Houda, Hajar Moudoud, Bouziane Brik, Muhammad Adil, A Privacy-Preserving Framework for Efficient Network Intrusion Detection in Consumer Network Using Quantum Federated Learning , IEEE Transactions on Consumer Electronics, 2024, DOI: 10.1109/TCE.2024.3458985

[J15] Hajar Moudoud, Z. A. E. Houda, Bouziane Brik, Advancing Security and Trust in WSNs: A Federated Multi-Agent Deep Reinforcement Learning Approach , IEEE Transactions on Consumer Electronics, 2024, DOI: 10.1109/TCE.2024.10630602

[J14] Z. A. E. Houda, Bouziane Brik, Adlen Ksentini, Securing IIoT applications in 6G and beyond using adaptive ensemble learning and zero-touch multi-resource provisioning, Computer Communications, 2024, DOI: 10.1016/j.comcom.2024.01.018

[J13] Z. A. E. Houda, Diala Naboulsi, Georges Kaddoum, A Privacy-Preserving Collaborative Jamming Attacks Detection Framework Using Federated Learning , IEEE Internet of Things Journal, 2024, DOI: 10.1109/JIOT.2023.3333870

[J12]  Z. A. E. Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi, Blockchain-Enabled Federated Learning for Enhanced Collaborative Intrusion Detection in Vehicular Edge Computing , IEEE Transactions on Intelligent Transportation Systems, 2024, DOI: 10.1109/TITS.2024.3351699

[J11] Z. A. E. Houda, Hajar Moudoud, Bouziane Brik, Federated Deep Reinforcement Learning for Efficient Jamming Attack Mitigation in O-RAN , IEEE Transactions on Vehicular Technology, 2024, DOI: 10.1109/TVT.2024.3359998

[J10] Houda Amari, Z. A. E. Houda, Lyes Khoukhi, Lamia Hadrich Belguith, Trust Management in Vehicular Ad-Hoc Networks: Extensive Survey , IEEE Access, 2023, DOI: 10.1109/ACCESS.2023.3268991

[J9] Z. A. E. Houda, Bouziane Brik, Next-power: Next-generation framework for secure and sustainable energy trading in the metaverse , Ad Hoc Networks, 2023, DOI: 10.1016/j.adhoc.2023.103243

[J8] Z. A. E. Houda, Bouziane Brik, Adlen Ksentini, Lyes Khoukhi, A MEC-Based Architecture to Secure IoT Applications using Federated Deep Learning , IEEE Internet Things Mag., 2023, DOI: 10.1109/IOTM.001.2100238

[J7] Z. A. E. Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi, MiTFed: A Privacy-Preserving Collaborative Network Attack Mitigation Framework Based on Federated Learning Using SDN and Blockchain , IEEE Trans. Netw. Sci. Eng., 2023, DOI: 10.1109/TNSE.2023.3237367

[J6] Z. A. E. Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi, Bouziane Brik, When Collaborative Federated Learning Meets Blockchain to Preserve Privacy in Healthcare , IEEE Trans. Netw. Sci. Eng., 2023, DOI: 10.1109/TNSE.2022.3211192  

[J5] Z. A. E. Houda, Bouziane Brik, Sidi-Mohammed Senouci, A Novel IoT-Based Explainable Deep Learning Framework for Intrusion Detection Systems , IEEE Internet Things Mag., 2022, DOI: 10.1109/IOTM.005.2200028  

[J4] Z. A. E. Houda, Bouziane Brik, Lyes Khoukhi, “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., 2022, DOI: 10.1109/OJCOMS.2022.3188750  

[J3] Z. A. E. Houda, Bouziane Brik, Adlen Ksentini, Lyes Khoukhi, Mohsen Guizani, When Federated Learning Meets Game Theory: A Cooperative Framework to Secure IIoT Applications on Edge Computing , IEEE Trans. Ind. Informatics, 2022, DOI: 10.1109/TII.2022.3170347  

[J2] Z. A. E. Houda, Lyes Khoukhi, Abdelhakim Senhaji Hafid, Bringing Intelligence to Software Defined Networks: Mitigating DDoS Attacks , IEEE Transactions on Network and Service Management, 2020, DOI: 10.1109/TNSM.2020.3014870  

[J1] Z. A. E. Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi, Cochain-SC: An Intra- and Inter-Domain DDoS Mitigation Scheme Based on Blockchain Using SDN and Smart Contract , IEEE Access, 2019, DOI: 10.1109/ACCESS.2019.2930715  

Conférences

[C22] Houda Amari, Z. A. E. Houda, Hajar Moudoud, Lyes Khoukhi, Lamia Hadrich, « Blockchain-based Federated Learning for Enhanced Cyber-threats Detection in Connected Vehicles, » ICC 2025 – IEEE International Conference on Communications, Montreal, QC, Canada, 2025, to appear.  

[C21] Sofiane Dahmane, Abdelmadjid Benarfa, Bouziane Brik, and Z. A. E. Houda, » An Enhanced Vehicle Participant Selection Scheme for Federated Learning in Vehicular Edge Computing, » in the 21st International Wireless Communications & Mobile Computing Conference, Abu Dhabi, UAE, 2025, to appear.  

[C20] A.Mehrban, Z. A. E. Houda, H. Moudoud, B. Brik and L. Khoukhi, » A Blockchain-Enabled Multi-Layered Zero-Trust Security Framework for ORAN, » in the 21st International Wireless Communications & Mobile Computing Conference, Abu Dhabi, UAE, 2025, to appear.  

[C19] A.Mehrban, Z. A. E. Houda, H. Moudoud, B. Brik and L. Khoukhi, » Securing O-RAN Equipment Using Blockchain-Based Supply Chain Verification, » in the 21st International Wireless Communications & Mobile Computing Conference, Abu Dhabi, UAE, 2025, to appear.  

[C18] Hajar Moudoud, Z. A. E. Houda, Bouziane Brik,  »Securing O-RAN with Zero Trust Architectureand Large Language Models, «  International Conference on Advances in Communication Technology, Computing and Engineering to appear, 2025. Best Paper Award. 

[C17] Hajar Moudoud, Z. A. E. Houda, Bouziane Brik, Securing the Metaverse: The Intersection of ML-Based Oracles and Blockchain Technology , 2024, DOI: 10.1109/iMETA62882.2024.10807869, Best Paper Award.  

[C16] Z. A. E. Houda, Hajar Moudoud, Lyes Khoukhi, Blockchain Meets O-RAN: A Decentralized Zero-Trust Framework for Secure and Resilient O-RAN in 6G and Beyond , IEEE INFOCOM 2024 – IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2024, DOI: 10.1109/INFOCOM.2024.10620803  

[C15] Hajar Moudoud, Z. A. E. Houda, Bouzian Brik, Reputation-Aware Scheduling for Secure Internet of Drones: A Federated Multi-Agent Deep Reinforcement Learning Approach , IEEE INFOCOM 2024 – IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2024, DOI: 10.1109/GLOCOM.2018.8647279 

[C14] Z. A. E. Houda, Hajar Moudoud, Lyes Khoukhi, Secure and Efficient Federated Learning for Robust Intrusion Detection in IoT Networks , 2023, DOI: 10.1109/GLOBECOM54140.2023.10436768  

[C13 Z. A. E. Houda, Jérémy Beaugeard, Quentin Sauvêtre, Lyes Khoukhi, Towards a Secure and Scalable Access Control System Using Blockchain , 2023, DOI: 10.1109/ICBC56567.2023.10174880, Nominated for Best Paper Award.  

[C12] Z. A. E. Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi, Securing Federated Learning through Blockchain and Explainable AI for Robust Intrusion Detection in IoT Networks , 2023, DOI:10.1109/INFOCOMWKSHPS57453.2023.10225769  

[C11] Z. A. E. Houda, Diala Naboulsi, Georges Kaddoum, Advancing Security and Efficiency in Federated Learning Service Aggregation for Wireless Networks , 2023, DOI: 10.1109/PIMRC56721.2023.10293790  

[C10] Z. A. E. Houda, Diala Naboulsi, Georges Kaddoum, Cost-efficient Federated Reinforcement Learning-Based Network Routing for Wireless Networks , 2022, DOI: 10.1109/FNWF55208.2022.00050  

[C9] Z. A. E. Houda, Lyes Khoukhi, A Hierarchical Fog Computing Framework for Network Attack Detection in SDN , 2022, DOI: 10.1109/ICC45855.2022.9838560  

[C8 Z. A. E. Houda, Bouziane Brik, Lyes Khoukhi, Ensemble Learning for Intrusion Detection in SDN-Based Zero Touch Smart Grid Systems , 2022, DOI: 10.1109/LCN53696.2022.9843645  

[C7] Z. A. E. Houda, Lyes Khoukhi, Bouziane Brik, A Low-Latency Fog-based Framework to Secure IoT Applications using Collaborative Federated Learning , 2022, DOI: 10.1109/LCN53696.2022.9843315  

[C6] Z. A. E. Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi, A Novel Machine Learning Framework for Advanced Attack Detection using SDN , 2021, DOI: 10.1109/GLOBECOM46510.2021.9685643  

[C5] Z. A. E. Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi, Blockchain-based Reverse Auction for V2V charging in smart grid environment , 2021, DOI: 10.1109/ICC42927.2021.9500366  

[C4] Z. A. E. Houda, Abdelhakim Hafid, Lyes Khoukhi, BrainChain – A Machine learning Approach for protecting Blockchain applications using SDN , 2020, DOI: 10.1109/ICC40277.2020.9148808  

[C3] Z. A. E. Houda, Abdelhakim Hafid, Lyes Khoukhi, Blockchain Meets AMI: Towards Secure Advanced Metering Infrastructures , 2020, DOI: 10.1109/ICC40277.2020.9148963  

[C2] Z. A. E. Houda, Abdelhakim Hafid, Lyes Khoukhi, Co-IoT: A Collaborative DDoS Mitigation Scheme in IoT Environment Based on Blockchain Using SDN , 2019, DOI: 10.1109/GLOBECOM38437.2019.9013542  

[C1] Z. A. E. Houda, Lyes Khoukhi, Abdelhakim Hafid, ChainSecure – A Scalable and Proactive Solution for Protecting Blockchain Applications Using SDN , 2018, DOI: 10.1109/GLOCOM.2018.8647279 

Brevets

[1] Z. A. E. Houda, Salaheddine Zerkane, David Espes, Cao-Thanh Phan, Method for Processing a Data Packet and Associated Device, Switching Equipment and Computer Program , 2020, ID: WO2020020911A1