Investigating Membership Inference Attacks under Data Dependencies

Thomas Humphries, Simon Oya, Lindsey Tulloch +4

Training machine learning models on privacy-sensitive data has become a popular practice, driving innovation in ever-expanding fields. This has opened the door to new attacks that…