Hong-Hanh Nguyen-Le

ToFU: Transforming How Federated Learning Systems Forget User Data

2025 · arXiv (Cornell University)

Neural networks unintentionally memorize training data, creating privacy risks in federated learning (FL) systems, such as inference and reconstruction attacks on sensitive data. To mitigate these risks and to comply with privacy regulations, Federated Unlearning …