@article{sharedrequestprivacypreservingmodelagnos, title = {SharedRequest: Privacy-Preserving Model-Agnostic Inference for Large Language Models}, author = {Peihua Mai and Xuanrong Gao and Youlong Ding and Xianglong Du and Wei Liu and Yan Pang}, year = {2026}, eprint = {2606.05004}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.05004}, }