Exploring the limits of strong membership inference attacks on large language models

Jamie Hayes, Ilia Shumailov, Christopher A. Choquette-Choo +13

State-of-the-art membership inference attacks (MIAs) typically require training many reference models, making it difficult to scale these attacks to large pre-trained language mode…