Warmup and Transfer Knowledge-Based Federated Learning Approach for IoT Continuous Authentication. - Mohamad Wazzeh; Hakima Ould-Slimane; Chamseddine Talhi; Azzam Mourad; Mohsen Guizani (CoRR, 2022)

Privacy-Preserving Continuous Authentication for Mobile and IoT Systems Using Warmup-Based Federated Learning. - Mohamad Wazzeh; Hakima Ould-Slimane; Chamseddine Talhi; Azzam Mourad; Mohsen Guizani (IEEE Netw., 2023)

Resource-Aware Split Federated Learning for Fall Detection in the Metaverse. - Mohamad Wazzeh; Ahmad Hammoud; Mohsen Guizani; Azzam Mourad; Hadi Otrok; Chamseddine Talhi; Zbigniew Dziong; Chang-Dong Wang 001 (WiMob, 2024)

A Continuous Authentication Approach for Mobile Crowdsourcing Based on Federated Learning. - Mohamad Wazzeh; Hakima Ould-Slimane; Chamseddine Talhi; Azzam Mourad; Mohsen Guizani (IEEE Access, 2024)

The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions. - Hani Sami; Ahmad Hammoud; Mohamad Arafeh; Mohamad Wazzeh; Sarhad Arisdakessian; Mario Chahoud; Osama Wehbi; Mohamad Ajaj; Azzam Mourad; Hadi Otrok; Omar Abdel Wahab 001; Rabeb Mizouni; et al. (IEEE Commun. Surv. Tutorials, 2024)

CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication. - Mohamad Wazzeh; Mohamad Arafeh; Hani Sami; Hakima Ould-Slimane; Chamseddine Talhi; Azzam Mourad; Hadi Otrok (J. Netw. Comput. Appl., 2024)

Privacy-Preserving Continuous User Authentication Using Federated Learning. - Oussama Bouldjedri; Mohamad Wazzeh; Hani Sami; Chamseddine Talhi; Hakima Ould-Slimane (IWCMC, 2025)

Dynamic Split Federated Learning for resource-constrained IoT systems. - Mohamad Wazzeh; Ahmad Hammoud; Azzam Mourad; Hadi Otrok; Chamseddine Talhi; Zbigniew Dziong; Changdong Wang 001; Mohsen Guizani (Comput. Commun., 2025)

Efficient privacy-preserving ML for IoT: Cluster-based split federated learning scheme for non-IID data. - Mohamad Arafeh; Mohamad Wazzeh; Hani Sami; Hakima Ould-Slimane; Chamseddine Talhi; Azzam Mourad; Hadi Otrok (J. Netw. Comput. Appl., 2025)