Privacy-Preserving Distributed Learning in IoT Systems: A Unified Threat Model and Evaluation Framework

John Cartmell, Alexander Williams

The increasing deployment of Internet-of-Things (IoT) devices has accelerated the use of distributed learning frameworks, where data remains local while model updates are shared ac…