| 2026 | WCNC | Federated Multi-RIC Threat Intelligence for Secure and Scalable Open 6G Radio Access Networks. | Samira Chouikhi, Lyes Khoukhi, Zakaria Abou El Houda, Philippe Descamps |
| 2025 | CRiSIS | Domain Adversarial Neural Networks with Adversarial Robustness Evaluation for Intrusion Detection Systems. | Ines Guerziz, Tiago H. Falk, Long Bao Le, Zakaria Abou El Houda |
| 2025 | IWCMC | Vehicular Edge Computing: An Enhanced Vehicle Participant Selection System for Federated Learning. | Sofiane Dahmane, Abdelmadjid Benarfa, Bouziane Brik, Zakaria Abou El Houda |
| 2025 | IWCMC | A Blockchain-Enabled Multi-Layered Zero-Trust Security Framework for O-RAN. | Ali Mehrban, Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi |
| 2025 | IWCMC | Securing O-RAN Equipment Using Blockchain-Based Supply Chain Verification. | Ali Mehrban, Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi |
| 2025 | SMC | Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks. | Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda, Raphal Khoury, Kelton A. P. Costa, Tiago H. Falk, Anderson R. Avila |
| 2025 | WiMob | Enhanced Adversarial Domain Adaptation for Intrusion Detection Systems. | Ines Guerziz, Zakaria Abou El Houda, Long Bao Le |
| 2024 | INFOCOM | 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 |
| 2024 | INFOCOM | Reputation-Aware Scheduling for Secure Internet of Drones: A Federated Multi-Agent Deep Reinforcement Learning Approach. | Hajar Moudoud, Zakaria Abou El Houda, Bouziane Brik |
| 2023 | GLOBECOM | Secure and Efficient Federated Learning for Robust Intrusion Detection in IoT Networks. | Zakaria Abou El Houda, Hajar Moudoud, Lyes Khoukhi |
| 2023 | INFOCOM | 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 |
| 2023 | PIMRC | Advancing Security and Efficiency in Federated Learning Service Aggregation for Wireless Networks. | Zakaria Abou El Houda, Diala Naboulsi, Georges Kaddoum |
| 2022 | LCN | Ensemble Learning for Intrusion Detection in SDN-Based Zero Touch Smart Grid Systems. | Zakaria Abou El Houda, Bouziane Brik, Lyes Khoukhi |
| 2022 | LCN | A Low-Latency Fog-based Framework to secure IoT Applications using Collaborative Federated Learning. | Zakaria Abou El Houda, Lyes Khoukhi, Bouziane Brik |
| 2021 | GLOBECOM | A Novel Machine Learning Framework for Advanced Attack Detection using SDN. | Zakaria Abou El Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi |
| 2019 | GLOBECOM | Co-IoT: A Collaborative DDoS Mitigation Scheme in IoT Environment Based on Blockchain Using SDN. | Zakaria Abou El Houda, Abdelhakim Hafid, Lyes Khoukhi |
| 2018 | GLOBECOM | ChainSecure - A Scalable and Proactive Solution for Protecting Blockchain Applications Using SDN. | Zakaria Abou El Houda, Lyes Khoukhi, Abdelhakim Hafid |