Provable Privacy Advantages of Decentralized Federated Learning via Distributed Optimization

Wenrui Yu, Qiongxiu Li, Milan Lopuhaä-Zwakenberg +2

Federated learning (FL) emerged as a paradigm designed to improve data privacy by enabling data to reside at its source, thus embedding privacy as a core consideration in FL archit…