DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release

Jie Fu, Qingqing Ye, Haibo Hu +4

Machine learning models are known to memorize private data to reduce their training loss, which can be inadvertently exploited by privacy attacks such as model inversion and member…