@article{encryptedlargemodelinferencethe, title = {Encrypted Large Model Inference: The Equivariant Encryption Paradigm}, author = {James Buban and Hongyang Zhang and Claudio Angione and Harry Yang and Ahmad Farhan and Seyfal Sultanov and Michael Du and Xuran Ma and ZiHao Wang and Yue Zhao and Arria Owlia and Fielding Johnston and Patrick Colangelo}, year = {2025}, eprint = {2502.01013}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.01013v1}, }