@article{trustedmachinelearningmodelsunlock, title = {Trusted Machine Learning Models Unlock Private Inference for Problems Currently Infeasible with Cryptography}, author = {Ilia Shumailov and Daniel Ramage and Sarah Meiklejohn and Peter Kairouz and Florian Hartmann and Borja Balle and Eugene Bagdasarian}, year = {2025}, eprint = {2501.08970}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.08970v1}, }