Efficient privacy-preserving ML for IoT: Cluster-based split federated learning scheme for non-IID data

M Arafeh, M Wazzeh, H Sami, H Ould-Slimane… - Journal of Network and …, 2025 - Elsevier
In this paper, we propose a solution to address the challenges of varying client resource
capabilities in the IoT environment when using the SplitFed architecture for training models …

Federated Blockchain-Based Clustering Protocol for Enhanced Security and Connectivity in FANETs With CF-mMIMO

Y Pramitarini, RHY Perdana, K Shim… - IEEE Internet of Things …, 2025 - ieeexplore.ieee.org
In this paper, we propose a novel federated blockchain (FedChain)-based clustering
protocol to enhance network security and connectivity in flying ad hoc networks (FANETs) …