Training data membership inference via Gaussian process meta-modeling: a post-hoc analysis approach

Yongchao Huang, Pengfei Zhang, Shahzad Mumtaz

Membership inference attacks (MIAs) test whether a data point was part of a model's training set, posing serious privacy risks. Existing methods often depend on shadow models or he…