Hakima Ould‐Slimane

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

Privacy-Preserving Continuous Authentication for Mobile and IoT Systems Using Warmup-Based Federated Learning

Mohamad Wazzeh, Hakima Ould‐Slimane, Chamseddine Talhi et al. · IEEE Network · 2022 · 43 citations

Mobile Security, Engineering, Machine Learning +17

Data independent warmup scheme for non-IID federated learning

Mohamad Arafeh, Hakima Ould‐Slimane, Hadi Otrok et al. · Information Sciences · 2022 · 31 citations

Artificial Intelligence, Engineering, Machine Learning +5

ModularFed: Leveraging modularity in federated learning frameworks

Mohamad Arafeh, Hadi Otrok, Hakima Ould‐Slimane et al. · Internet of Things · 2023 · 27 citations

Artificial Intelligence, Engineering, Machine Learning +6

TD‐PSO: Task distribution approach based on particle swarm optimization for vehicular ad hoc network

Mohammad Bany Taha, Chamseddine Talhi, Hakima Ould‐Slimane et al. · Transactions on Emerging Telecommunications Technologies · 2020 · 23 citations

Vehicle Communication, Internet Of Vehicle, Engineering +16