Learning Privacy Preserving Encodings through Adversarial Training

Francesco Pittaluga, Sanjeev J. Koppal, Ayan Chakrabarti

We present a framework to learn privacy-preserving encodings of images that inhibit inference of chosen private attributes, while allowing recovery of other desirable information.…