FedSHE: privacy preserving and efficient federated learning with adaptive segmented CKKS homomorphic encryption
Unprotected gradient exchange in federated learning (FL) systems may lead to gradient leakage-related attacks. CKKS is a promising approximate homomorphic encryption scheme to protect gradients, owing to its u...