Minimax Data Sanitization with Distortion Constraint and Adversarial Inference

Amirarsalan Moatazedian, Yauhen Yakimenka, Rémi A. Chou +1

We study a privacy-preserving data-sharing setting where a privatizer transforms private data into a sanitized version observed by an authorized reconstructor and two unauthorized…