Obfuscation via Information Density Estimation

Hsiang Hsu, Shahab Asoodeh, Flávio P. Calmon

Abstract: Identifying features that leak information about sensitive attributes is a key challenge in the design of information obfuscation mechanisms. In this paper, we propose a framework to identify infor...