FedDeepRiskNet++: a privacy-enhanced federated learning framework for secure and scalable medical IoT systems
The results demonstrate that strong privacy protection, communication efficiency, and high diagnostic reliability can coexist within large-scale federated healthcare systems, making FedDeepRiskNet + + a practical solution for next-generation medical IoT systems.