Privacy Preserving Gossip Learning

Erkan Bayram, Mohamed-Ali Belabbas, Tamer Başar

We propose a decentralized privacy-preserving learning algorithm in which each agent holds a single private sample and a shared model. Samples are learned sequentially, and each up…