2023
Breaking the Communication-Privacy-Accuracy Tradeoff with $f$-Differential Privacy
NeurIPS 2023poster
We consider a federated data analytics problem in which a server coordinates the collaborative data analysis of multiple users with privacy concerns and limited communication capability. The commonly adopted compression schemes introduce information loss into local data while improving communication…