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

no code implementations • NeurIPS 2023 • Richeng Jin, Zhonggen Su, Caijun Zhong, Zhaoyang Zhang, Tony Quek, Huaiyu Dai

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.

Data Compression Federated Learning