ScionFL: Efficient and Robust Secure Quantized Aggregation

Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas +7

Secure aggregation is commonly used in federated learning (FL) to alleviate privacy concerns related to the central aggregator seeing all parameter updates in the clear. Unfortunat…