Uncovering Privacy Vulnerabilities through Analytical Gradient Inversion Attacks

Tamer Ahmed Eltaras, Qutaibah Malluhi, Alessandro Savino +2

Federated learning has emerged as a prominent privacy-preserving technique for leveraging large-scale distributed datasets by sharing gradients instead of raw data. However, recent…