Optimized Layerwise Approximation for Efficient Private Inference on Fully Homomorphic Encryption

Junghyun Lee, Eunsang Lee, Young-Sik Kim +4

Recent studies have explored the deployment of privacy-preserving deep neural networks utilizing homomorphic encryption (HE), especially for private inference (PI). Many works have…