Membership Inference Attacks on Sequence Models

Lorenzo Rossi, Michael Aerni, Jie Zhang +1

Sequence models, such as Large Language Models (LLMs) and autoregressive image generators, have a tendency to memorize and inadvertently leak sensitive information. While this tend…