DPAR: High-Performance, Secure, and Scalable Differential Privacy-based AllReduce

Hao Qi, Weicong Chen, Chenghong Wang, Xiaoyi Lu. DPAR: High-Performance, Secure, and Scalable Differential Privacy-based AllReduce. In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2025, St. Louis, MO, USA, November 16-21, 2025. pages 1917-1934, ACM, 2025. [doi]

Abstract

Abstract is missing.