Advancing the State-of-the-Art in Empirical Privacy Auditing

Nicole Mitchell, Galen Andrew, Arun Ganesh +2

Parameter-efficient fine-tuning of large language models (LLMs) can exhibit problematic memorization of individual training examples. Empirical privacy auditing (EPA) quantifies th…