Xinyang Cao

Robust Distributed Gradient Descent with Arbitrary Number of Byzantine Attackers

Due to the grow of modern dataset size and the desire to harness computing power of multiple machines, there is a recent surge of interest in the design of distributed machine learning algorithms. However, distributed algorithms are sensitive to Byzantine attackers who can send falsified data to pre…