Hanine Tout

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

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

<i>Ad Hoc</i> Vehicular Fog Enabling Cooperative Low-Latency Intrusion Detection

Azzam Mourad, Hanine Tout, Omar Abdel Wahab et al. · IEEE Internet of Things Journal · 2020 · 102 citations

Minimal Latency, Vehicle Communication, Internet Of Vehicle +15

A Novel Ad-Hoc Mobile Edge Cloud Offering Security Services Through Intelligent Resource-Aware Offloading

Toufic Dbouk, Azzam Mourad, Hadi Otrok et al. · IEEE Transactions on Network and Service Management · 2019 · 77 citations

Smart Devices, Mobile Data Offloading, Engineering +15