SensitiveNets: Learning Agnostic Representations with Application to Face Images

Aythami Morales, Julian Fierrez, Ruben Vera-Rodriguez +1

This work proposes a novel privacy-preserving neural network feature representation to suppress the sensitive information of a learned space while maintaining the utility of the da…