LISA: LIghtweight single-server Secure Aggregation with a public source of randomness

Elina van Kempen, Qifei Li, Giorgia Azzurra Marson +1

Secure Aggregation (SA) is a key component of privacy-friendly federated learning applications, where the server learns the sum of many user-supplied gradients, while individual gr…