On the (In)security of Peer-to-Peer Decentralized Machine Learning

Dario Pasquini, Mathilde Raynal, Carmela Troncoso

In this work, we carry out the first, in-depth, privacy analysis of Decentralized Learning -- a collaborative machine learning framework aimed at addressing the main limitations of…