Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

Bartłomiej Marek, Lorenzo Rossi, Vincent Hanke +4

Recent work has applied differential privacy (DP) to adapt large language models (LLMs) for sensitive applications, offering theoretical guarantees. However, its practical effectiv…