Hyena: Optimizing Homomorphically Encrypted Convolution for Private CNN Inference

Hyeri Roh, Woo-Seok Choi

Private inference using homomorphic encryption has gained a great attention to leverage powerful predictive models, e.g., deep convolutional neural networks (CNNs), in the area whe…