Certified in Theory, Broken in Practice: Assumption Gaps in Cryptographic Model Certification

Carter Luck, Olive Franzese-McLaughlin, Elisaweta Masserova +3

Privacy-preserving machine learning auditing protocols allow auditors to assess models for properties such as accuracy or fairness, without revealing their internals or training da…