| 2026 | WCNC | A Lightweight Multimodal LLM-Based Intrusion Detection System for Open RAN. | Jean-Jarcke Mukombelwa Malasi, Hajar Moudoud, Rokia Missaoui |
| 2025 | CRiSIS | Adversarial Ensemble Framework: Leveraging GANs for Robust Intrusion Detection in IoT Networks. | Abdoul Faycal Zoungrana, Hajar Moudoud, Etienne Gael Tajeuna, Kamel Adi |
| 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 | Adaptive Heterogeneous Ensemble Learning for Attack Detection in IoT Networks. | Ousmane Alassane Soultana, Hajar Moudoud |
| 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 | GLOBECOM | Enhancing Open RAN Security with Zero Trust and Machine Learning. | Hajar Moudoud, Soumaya Cherkaoui |
| 2023 | GLOBECOM | Strengthening Open Radio Access Networks: Advancing Safeguards Through ZTA and Deep Learning. | Hajar Moudoud, Wissal Hamhoum, Soumaya Cherkaoui |
| 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 | IWCMC | Federated Learning Meets Blockchain to Secure the Metaverse. | Hajar Moudoud, Soumaya Cherkaoui |
| 2022 | GLOBECOM | Toward Secure and Private Federated Learning for IoT using Blockchain. | Hajar Moudoud, Soumaya Cherkaoui |
| 2021 | GLOBECOM | Towards a Secure and Reliable Federated Learning using Blockchain. | Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi |
| 2021 | LCN | Data-Quality Based Scheduling for Federated Edge Learning. | Afaf Tak, Hajar Moudoud, Soumaya Cherkaoui |
| 2019 | PIMRC | An IoT Blockchain Architecture Using Oracles and Smart Contracts: the Use-Case of a Food Supply Chain. | Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi |