Split HE: Fast Secure Inference Combining Split Learning and Homomorphic Encryption

George-Liviu Pereteanu, Amir Alansary, Jonathan Passerat-Palmbach

This work presents a novel protocol for fast secure inference of neural networks applied to computer vision applications. It focuses on improving the overall performance of the onl…