Shehan Edirimannage

SecHeto-FL: A Secure and Resilient Federated Learning Framework for Heterogeneous IoT Networks

2026 · IEEE Transactions on Network Science and Engineering

This study introduces a semi-asynchronous web browser-based federated learning (FL) framework with secure communication, designed for heterogeneous IoT networks. The study addresses the complex challenges of FL over a large number of heterogeneous IoT devices …