Developing Non-Stochastic Privacy-Preserving Policies Using Agglomerative Clustering

Ni Ding, Farhad Farokhi

We consider a non-stochastic privacy-preserving problem in which an adversary aims to infer sensitive information $S$ from publicly accessible data $X$ without using statistics. We…