Disparate Privacy Vulnerability: Targeted Attribute Inference Attacks and Defenses

Ehsanul Kabir, Lucas Craig, Shagufta Mehnaz

As machine learning (ML) technologies become more prevalent in privacy-sensitive areas like healthcare and finance, eventually incorporating sensitive information in building data-…