Trade Privacy for Utility: A Learning-Based Privacy Pricing Game in Federated Learning

Yuntao Wang, Zhou Su, Yanghe Pan +4

To prevent implicit privacy disclosure in sharing gradients among data owners (DOs) under federated learning (FL), differential privacy (DP) and its variants have become a common p…