SASH: Efficient Secure Aggregation Based on SHPRG For Federated Learning

Zizhen Liu, Si Chen, Jing Ye +3

To prevent private training data leakage in Fed?erated Learning systems, we propose a novel se?cure aggregation scheme based on seed homomor?phic pseudo-random generator (SHPRG), n…