Detecting Training Data of Large Language Models via Expectation Maximization

Gyuwan Kim, Yang Li, Evangelia Spiliopoulou +2

Membership inference attacks (MIAs) aim to determine whether a specific example was used to train a given language model. While prior work has explored prompt-based attacks such as…