@article{truncformerprivatellminferenceusingonly, title = {TruncFormer: Private LLM Inference Using Only Truncations}, author = {Patrick Yubeaton and Jianqiao Cambridge Mo and Karthik Garimella and Nandan Kumar Jha and Brandon Reagen and Chinmay Hegde and Siddharth Garg}, year = {2024}, eprint = {2412.01042}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2412.01042v1}, }