Renyi Differential Privacy of Propose-Test-Release and Applications to Private and Robust Machine Learning

Jiachen T. Wang, Saeed Mahloujifar, Shouda Wang +2

Propose-Test-Release (PTR) is a differential privacy framework that works with local sensitivity of functions, instead of their global sensitivity. This framework is typically used…