@article{efficientpublicverificationofprivatemlvi, title = {Efficient Public Verification of Private ML via Regularization}, author = {Zoƫ Ruha Bell and Anvith Thudi and Olive Franzese-McLaughlin and Nicolas Papernot and Shafi Goldwasser}, year = {2025}, eprint = {2512.04008}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.04008}, }