Precise Approximation of Convolutional Neural Networks for Homomorphically Encrypted Data

Junghyun Lee, Eunsang Lee, Joon-Woo Lee +3

Homomorphic encryption is one of the representative solutions to privacy-preserving machine learning (PPML) classification enabling the server to classify private data of clients w…