Evaluating Gradient Inversion Attacks and Defenses in Federated Learning

Yangsibo Huang, Samyak Gupta, Zhao Song +2

Gradient inversion attack (or input recovery from gradient) is an emerging threat to the security and privacy preservation of Federated learning, whereby malicious eavesdroppers or…