Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare

Manish Gawali, Arvind C S, Shriya Suryavanshi +5

In this paper, we compare three privacy-preserving distributed learning techniques: federated learning, split learning, and SplitFed. We use these techniques to develop binary clas…