Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition

Behrooz Razeghi, Parsa Rahimi, Sébastien Marcel

In this study, we apply the information-theoretic Privacy Funnel (PF) model to face recognition and develop a method for privacy-preserving representation learning within an end-to…