@article{proactiveprivacyamnesiaforlargelanguage, title = {Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility}, author = {Martin Kuo and Jingyang Zhang and Jianyi Zhang and Minxue Tang and Louis DiValentin and Aolin Ding and Jingwei Sun and William Chen and Amin Hass and Tianlong Chen and Yiran Chen and Hai Li}, year = {2025}, eprint = {2502.17591}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.17591v1}, }