SoK: Privacy-preserving Deep Learning with Homomorphic Encryption

Robert Podschwadt, Daniel Takabi, Peizhao Hu

Outsourced computation for neural networks allows users access to state of the art models without needing to invest in specialized hardware and know-how. The problem is that the us…