Breaking the Communication-Privacy-Accuracy Tradeoff with $f$-Differential Privacy

Richeng Jin, Zhonggen Su, Caijun Zhong +3

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 capab…