On the Robustness of Information-Theoretic Privacy Measures and Mechanisms

Mario Diaz, Hao Wang, Flavio P. Calmon +1

Consider a data publishing setting for a dataset composed by both private and non-private features. The publisher uses an empirical distribution, estimated from $n$ i.i.d. samples,…