Azzam Mourad

A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond

Sawsan AbdulRahman, Hanine Tout, Hakima Ould‐Slimane et al. · IEEE Internet of Things Journal · 2020 · 731 citations

Engineering, Machine Learning, Information Security +20

Federated Machine Learning: Survey, Multi-Level Classification, Desirable Criteria and Future Directions in Communication and Networking Systems

Omar Abdel Wahab, Azzam Mourad, Hadi Otrok et al. · IEEE Communications Surveys & Tutorials · 2021 · 476 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

Internet of Things Intrusion Detection: Centralized, On-Device, or Federated Learning?

Sawsan Abdul Rahman, Hanine Tout, Chamseddine Talhi et al. · IEEE Network · 2020 · 380 citations

Engineering, Machine Learning, Information Security +17

FedMCCS: Multicriteria Client Selection Model for Optimal IoT Federated Learning

Sawsan AbdulRahman, Hanine Tout, Azzam Mourad et al. · IEEE Internet of Things Journal · 2020 · 288 citations

Cluster Computing, Engineering, Iot Communication +16

VANET QoS-OLSR: QoS-based clustering protocol for Vehicular Ad hoc Networks

Omar Abdel Wahab, Hadi Otrok, Azzam Mourad · Computer Communications · 2013 · 177 citations

Internet Of Vehicle, Vehicle Communication, Qos-based Clustering Protocol +3