Benchmarking Differentially Private Residual Networks for Medical Imagery

Sahib Singh, Harshvardhan Sikka, Sasikanth Kotti +1

In this paper we measure the effectiveness of $\epsilon$-Differential Privacy (DP) when applied to medical imaging. We compare two robust differential privacy mechanisms: Local-DP and DP-…