Struggling with GDPR-Compliant AI? IPFed Delivers Accuracy and Privacy

This paper focuses on federated learning for user authentication. We show that it is difficult to achieve both privacy preservation and high accuracy with existing methods. We propose Identity Protected Federated Learning (IPFed) as a solution to this problem.