@article{navigatingthedesignsofprivacypreserving, title = {Navigating the Designs of Privacy-Preserving Fine-tuning for Large Language Models}, author = {Haonan Shi and Tu Ouyang and An Wang}, year = {2025}, eprint = {2501.04323}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.04323v3}, }