Federated learning with adaptive reliability aware aggregation for privacy preserving healthcare IoT systems
Abstract Healthcare Internet of Things (IoT) devices generate vast amounts of sensitive patient data, creating significant privacy risks and regulatory challenges when processed through centralized architectures. Federated Learning (FL) offers a promising solution by enabling decentralized model training without sharin...
Vishal Barot, Jashvant Dave, Manoj R. et al.
· Scientific Reports · 0 citations