Privacy-Preserving ML

PrivCirNet: Efficient Private Inference via Block Circulant Transformation
Tianshi Xu, Lemeng Wu, Runsheng Wang, 李萌
论文
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference
通过网络—协议协同优化降低安全私有推理的通信开销。
Wenxuan Zeng, 李萌, Haichuan Yang, Wen-Jie Lu, Runsheng Wang, Ru Huang
论文