Chamseddine Talhi

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

An anomaly detection system based on variable N-gram features and one-class SVM

Wael Khreich, Babak Khosravifar, Abdelwahab Hamou‐Lhadj et al. · Information and Software Technology · 2017 · 109 citations

Support Vector Machine, Classification Method, Anomaly Detection +13

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