Abstract: With the rapid advancement of the Internet of Things (IoT), massive volumes of multimedia data are continuously generated by distributed sensing devices and edge nodes. Efficient and ...

Abstract: Federated Learning (FL) has gained attention as a decentralized machine learning paradigm, allowing the Internet of Things (IoT) edge devices to jointly train a model without sharing local ...