VPFL: Enabling verifiability and privacy in federated learning with zero-knowledge proofs

J Ma, H Liu, M Zhang, Z Liu - Knowledge-Based Systems, 2024 - Elsevier
Federated learning has become increasingly popular in recent years and is widely applied
to various fields of machine learning. However, the localized execution of federated learning …