Xinghui Zhu

Securely and Efficiently Outsourcing Neural Network Inference via Parallel MSB Extraction

Outsourcing neural network (NN) inference services to the cloud gives rise to considerable privacy concerns about the model provider’s proprietary model and the user’s private data. Current cryptography-based secure NN inference schemes are not suited for high-latency networks due to their numerous…