DPDL: Towards Differential Privacy Preservation in Decentralized Stochastic Learning on Non-IID Data

Yunsheng Yuan, Xue Xiao, Lina Wang +1

In the paradigm of decentralized learning, a group of agents collaborate to train a global model using distributed datasets without a central server. Although the power of collabor…