Rényi Pufferfish Privacy: General Additive Noise Mechanisms and Privacy Amplification by Iteration

Clément Pierquin, Aurélien Bellet, Marc Tommasi +1

Pufferfish privacy is a flexible generalization of differential privacy that allows to model arbitrary secrets and adversary's prior knowledge about the data. Unfortunately, design…