Trusted Machine Learning Models Unlock Private Inference for Problems Currently Infeasible with Cryptography

Ilia Shumailov, Daniel Ramage, Sarah Meiklejohn +4

We often interact with untrusted parties. Prioritization of privacy can limit the effectiveness of these interactions, as achieving certain goals necessitates sharing private data.…