On the Tradeoff between Privacy Preservation and Byzantine-Robustness in Decentralized Learning

Haoxiang Ye, Heng Zhu, Qing Ling

This paper jointly considers privacy preservation and Byzantine-robustness in decentralized learning. In a decentralized network, honest-but-curious agents faithfully follow the pr…