λ-SecAgg: Partial Vector Freezing for Lightweight Secure Aggregation in Federated Learning

Siqing Zhang, Yong Liao, Pengyuan Zhou

Secure aggregation of user update vectors (e.g. gradients) has become a critical issue in the field of federated learning. Many Secure Aggregation Protocols (SAPs) face exorbitant…