Nilesh N. Maltare

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 dec...