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 · 776 citations

Computing, Computer Science, Information Technology +15

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 · 488 citations · Full text

Computing, Computer Science, Computer Systems +15

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

Sawsan Abdul Rahman, Hanine Tout, Chamseddine Talhi et al. · IEEE Network · 2020 · 398 citations

Computing, Computer Science, Cybersecurity +10

FedMCCS: Multicriteria Client Selection Model for Optimal IoT Federated Learning

Sawsan AbdulRahman, Hanine Tout, Azzam Mourad et al. · IEEE Internet of Things Journal · 2020 · 304 citations

Computing, Computer Science, Information Technology +10

A Survey on IoT Intrusion Detection: Federated Learning, Game Theory, Social Psychology, and Explainable AI as Future Directions

Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad et al. · IEEE Internet of Things Journal · 2022 · 198 citations

Computing, Cloud Computing, Computer Science +15