An IoT Blockchain Architecture Using Oracles and Smart Contracts: the Use-Case of a Food Supply Chain. - Hajar Moudoud; Soumaya Cherkaoui; Lyes Khoukhi (PIMRC, 2019)

Towards a Secure and Reliable Federated Learning using Blockchain. - Hajar Moudoud; Soumaya Cherkaoui; Lyes Khoukhi (GLOBECOM, 2021)

Towards a Scalable and Trustworthy Blockchain: IoT Use Case. - Hajar Moudoud; Soumaya Cherkaoui; Lyes Khoukhi (ICC, 2021)

Data-Quality Based Scheduling for Federated Edge Learning. - Afaf Taïk; Hajar Moudoud; Soumaya Cherkaoui (LCN, 2021)

Prediction and Detection of FDIA and DDoS Attacks in 5G Enabled IoT. - Hajar Moudoud; Lyes Khoukhi; Soumaya Cherkaoui (IEEE Netw., 2021)

Toward Secure and Private Federated Learning for IoT using Blockchain. - Hajar Moudoud; Soumaya Cherkaoui (GLOBECOM, 2022)

An Overview of Blockchain and 5G Networks. - Hajar Moudoud; Soumaya Cherkaoui; Lyes Khoukhi (CoRR, 2022)

Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model. - Hajar Moudoud; Zoubeir Mlika; Lyes Khoukhi; Soumaya Cherkaoui (IEEE Trans. Netw. Sci. Eng., 2022)

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

Enhancing Open RAN Security with Zero Trust and Machine Learning. - Hajar Moudoud; Soumaya Cherkaoui (GLOBECOM, 2023)

Strengthening Open Radio Access Networks: Advancing Safeguards Through ZTA and Deep Learning. - Hajar Moudoud; Wissal Hamhoum; Soumaya Cherkaoui (GLOBECOM, 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)

Federated Learning Meets Blockchain to Secure the Metaverse. - Hajar Moudoud; Soumaya Cherkaoui (IWCMC, 2023)

Empowering Security and Trust in 5G and Beyond: A Deep Reinforcement Learning Approach. - Hajar Moudoud; Soumaya Cherkaoui (IEEE Open J. Commun. Soc., 2023)

Multi-tasking Federated Learning meets Blockchain to Foster Trust and Security in the Metaverse. - Hajar Moudoud; Soumaya Cherkaoui (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)

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)

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)

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)