Pramod Prakash

Training Dataset Exposure Through Adversarial Model Query Analysis: A Black-Box Privacy Breach Framework

This paper presents a systematic framework for membership inference attacks, in which an adversary with only black-box query access to a deployed classifier determines whether a specific individual's record was part of its training set.