@article{dpfedloraprivacyenhancedfederatedfinetun, title = {DP-FedLoRA: Privacy-Enhanced Federated Fine-Tuning for On-Device Large Language Models}, author = {Honghui Xu and Shiva Shrestha and Wei Chen and Zhiyuan Li and Zhipeng Cai}, year = {2025}, eprint = {2509.09097}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.09097}, }