ChainSecure - A Scalable and Proactive Solution for Protecting Blockchain Applications Using SDN. - Zakaria Abou El Houda; Lyes Khoukhi; Abdelhakim Hafid (GLOBECOM, 2018)

Co-IoT: A Collaborative DDoS Mitigation Scheme in IoT Environment Based on Blockchain Using SDN. - Zakaria Abou El Houda; Abdelhakim Hafid; Lyes Khoukhi (GLOBECOM, 2019)

Cochain-SC: An Intra- and Inter-Domain Ddos Mitigation Scheme Based on Blockchain Using SDN and Smart Contract. - Zakaria Abou El Houda; Abdelhakim Senhaji Hafid; Lyes Khoukhi (IEEE Access, 2019)

BrainChain - A Machine learning Approach for protecting Blockchain applications using SDN. - Zakaria Abou El Houda; Abdelhakim Hafid; Lyes Khoukhi (ICC, 2020)

Blockchain Meets AMI: Towards Secure Advanced Metering Infrastructures. - Zakaria Abou El Houda; Abdelhakim Hafid; Lyes Khoukhi (ICC, 2020)

Bringing Intelligence to Software Defined Networks: Mitigating DDoS Attacks. - Zakaria Abou El Houda; Lyes Khoukhi; Abdelhakim Senhaji Hafid (IEEE Trans. Netw. Serv. Manag., 2020)

A Novel Machine Learning Framework for Advanced Attack Detection using SDN. - Zakaria Abou El Houda; Abdelhakim Senhaji Hafid; Lyes Khoukhi (GLOBECOM, 2021)

Blockchain-based Reverse Auction for V2V charging in smart grid environment. - Zakaria Abou El Houda; Abdelhakim Senhaji Hafid; Lyes Khoukhi (ICC, 2021)

Security Enforcement through Software Defined Networks (SDN). (Renforcement de la sécurité à travers les réseaux programmables). - Zakaria Abou El Houda (2021)

Cost-efficient Federated Reinforcement Learning- Based Network Routing for Wireless Networks. - Zakaria Abou El Houda; Diala Naboulsi; Georges Kaddoum (FNWF, 2022)

A Hierarchical Fog Computing Framework for Network Attack Detection in SDN. - Zakaria Abou El Houda; Lyes Khoukhi (ICC, 2022)

Ensemble Learning for Intrusion Detection in SDN-Based Zero Touch Smart Grid Systems. - Zakaria Abou El Houda; Bouziane Brik; Lyes Khoukhi (LCN, 2022)

A Low-Latency Fog-based Framework to secure IoT Applications using Collaborative Federated Learning. - Zakaria Abou El Houda; Lyes Khoukhi; Bouziane Brik (LCN, 2022)

A Novel IoT-Based Explainable Deep Learning Framework for Intrusion Detection Systems. - Zakaria Abou El Houda; Bouziane Brik; Sidi-Mohammed Senouci (IEEE Internet Things Mag., 2022)

"Why Should I Trust Your IDS?": An Explainable Deep Learning Framework for Intrusion Detection Systems in Internet of Things Networks. - Zakaria Abou El Houda; Bouziane Brik; Lyes Khoukhi (IEEE Open J. Commun. Soc., 2022)

When Federated Learning Meets Game Theory: A Cooperative Framework to Secure IIoT Applications on Edge Computing. - Zakaria Abou El Houda; Bouziane Brik; Adlen Ksentini; Lyes Khoukhi; Mohsen Guizani (IEEE Trans. Ind. Informatics, 2022)

Secure and Efficient Federated Learning for Robust Intrusion Detection in IoT Networks. - Zakaria Abou El Houda; Hajar Moudoud; Lyes Khoukhi (GLOBECOM, 2023)

Towards a Secure and Scalable Access Control System Using Blockchain. - Zakaria Abou El Houda; Jérémy Beaugeard; Quentin Sauvêtre; Lyes Khoukhi (ICBC, 2023)

Securing Federated Learning through Blockchain and Explainable AI for Robust Intrusion Detection in IoT Networks. - Zakaria Abou El Houda; Hajar Moudoud; Bouziane Brik; Lyes Khoukhi (INFOCOM Workshops, 2023)

Advancing Security and Efficiency in Federated Learning Service Aggregation for Wireless Networks. - Zakaria Abou El Houda; Diala Naboulsi; Georges Kaddoum (PIMRC, 2023)

Trust Management in Vehicular Ad-Hoc Networks: Extensive Survey. - Houda Amari; Zakaria Abou El Houda; Lyes Khoukhi; Lamia Hadrich Belguith (IEEE Access, 2023)

MiTFed: A Privacy Preserving Collaborative Network Attack Mitigation Framework Based on Federated Learning Using SDN and Blockchain. - Zakaria Abou El Houda; Abdelhakim Senhaji Hafid; Lyes Khoukhi (IEEE Trans. Netw. Sci. Eng., 2023)

When Collaborative Federated Learning Meets Blockchain to Preserve Privacy in Healthcare. - Zakaria Abou El Houda; Abdelhakim Senhaji Hafid; Lyes Khoukhi; Bouziane Brik (IEEE Trans. Netw. Sci. Eng., 2023)

A MEC-Based Architecture to Secure IoT Applications using Federated Deep Learning. - Zakaria Abou El Houda; Bouziane Brik; Adlen Ksentini; Lyes Khoukhi (IEEE Internet Things Mag., 2023)

Next-power: Next-generation framework for secure and sustainable energy trading in the metaverse. - Zakaria Abou El Houda; Bouziane Brik (Ad Hoc Networks, 2023)

Securing the Metaverse: The Intersection of ML-Based Oracles and Blockchain Technology. - Hajar Moudoud; Zakaria Abou El Houda; Bouziane Brik (iMETA, 2024)

Blockchain Meets O-RAN: A Decentralized Zero-Trust Framework for Secure and Resilient O-RAN in 6G and Beyond. - Zakaria Abou El Houda; Hajar Moudoud; Lyes Khoukhi (INFOCOM (Workshops), 2024)

Reputation-Aware Scheduling for Secure Internet of Drones: A Federated Multi-Agent Deep Reinforcement Learning Approach. - Hajar Moudoud; Zakaria Abou El Houda; Bouziane Brik (INFOCOM (Workshops), 2024)

Securing IIoT applications in 6G and beyond using adaptive ensemble learning and zero-touch multi-resource provisioning. - Zakaria Abou El Houda; Bouziane Brik; Adlen Ksentini (Comput. Commun., 2024)

A Privacy-Preserving Collaborative Jamming Attacks Detection Framework Using Federated Learning. - Zakaria Abou El Houda; Diala Naboulsi; Georges Kaddoum (IEEE Internet Things J., 2024)

Blockchain-Enabled Federated Learning for Enhanced Collaborative Intrusion Detection in Vehicular Edge Computing. - Zakaria Abou El Houda; Hajar Moudoud; Bouziane Brik; Lyes Khoukhi (IEEE Trans. Intell. Transp. Syst., 2024)

Federated Deep Reinforcement Learning for Efficient Jamming Attack Mitigation in O-RAN. - Zakaria Abou El Houda; Hajar Moudoud; Bouziane Brik (IEEE Trans. Veh. Technol., 2024)

A Privacy-Preserving Framework for Efficient Network Intrusion Detection in Consumer Network Using Quantum Federated Learning. - Zakaria Abou El Houda; Hajar Moudoud; Bouziane Brik; Muhammad Adil 002 (IEEE Trans. Consumer Electron., 2024)

Advancing Security and Trust in WSNs: A Federated Multi-Agent Deep Reinforcement Learning Approach. - Hajar Moudoud; Zakaria Abou El Houda; Bouziane Brik (IEEE Trans. Consumer Electron., 2024)

Zero Trust Security Architecture for 6G Open Radio Access Networks (ORAN). - Hajar Moudoud; Zakaria Abou El Houda; Bouziane Brik (IEEE Netw. Lett., 2024)

Vehicular Edge Computing: An Enhanced Vehicle Participant Selection System for Federated Learning. - Sofiane Dahmane; Abdelmadjid Benarfa; Bouziane Brik; Zakaria Abou El Houda (IWCMC, 2025)

A Blockchain-Enabled Multi-Layered Zero-Trust Security Framework for O-RAN. - Ali Mehrban; Zakaria Abou El Houda; Hajar Moudoud; Bouziane Brik; Lyes Khoukhi (IWCMC, 2025)

Securing O-RAN Equipment Using Blockchain-Based Supply Chain Verification. - Ali Mehrban; Zakaria Abou El Houda; Hajar Moudoud; Bouziane Brik; Lyes Khoukhi (IWCMC, 2025)

Enhancing IIoT Security with Deep Reinforcement Learning for Intrusion Detection. - Aymene Selamnia; Lyes Khoukhi; Mondher Ayadi; Zakaria Abou El Houda (NTMS, 2025)

An In-Depth Comparative Study of Quantum-Classical Encoding Methods for Network Intrusion Detection. - Adam Kadi; Aymene Selamnia; Zakaria Abou El Houda; Hajar Moudoud; Bouziane Brik; Lyes Khoukhi (IEEE Open J. Commun. Soc., 2025)

When Federated Learning Meets Knowledge Distillation to Secure Consumer Edge Network. - Zakaria Abou El Houda; Hajar Moudoud; Bouziane Brik (IEEE Trans. Consumer Electron., 2025)

A Blockchain-Based Cross-Domain DDoS Mitigation in Consumer Networks. - Hajar Moudoud; Zakaria Abou El Houda; Bouziane Brik (IEEE Trans. Consumer Electron., 2025)

Advancing Robustness and Privacy in Federated Learning for Secure Autonomous Vehicle Systems. - Hajar Moudoud; Zakaria Abou El Houda; Bouziane Brik; Mian Ahmad Jan; Bandar Alshawi (IEEE Trans. Consumer Electron., 2025)