Ru Huang

CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference

2023 · arXiv (Cornell University)

Deep neural network (DNN) inference based on secure 2-party computation (2PC) can offer cryptographically-secure privacy protection but suffers from orders of magnitude latency overhead due to enormous communication. Previous works heavily rely on a proxy …