Knowledge Sanitization of Large Language Models

Yoichi Ishibashi, Hidetoshi Shimodaira

We explore a knowledge sanitization approach to mitigate the privacy concerns associated with large language models (LLMs). LLMs trained on a large corpus of Web data can memorize…