most citedComparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare

1 citations · 1 across the 1 of their papers we have counts for

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2 papers

cs.LG2021

Vulnerability Due to Training Order in Split Learning

Harshit Madaan, Manish Gawali, Viraj Kulkarni +1

Split learning (SL) is a privacy-preserving distributed deep learning method used to train a collaborative model without the need for sharing of patient's raw data between clients.…

cs.LG2020★ 1 cited

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…