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Abstract: Federated learning allows users to collaboratively train models, but studies have shown that local model parameters may leak users’ privacy. Furthermore, the global model in federated ...

Abstract: Although traditional encryption approaches remain essential for data protection, they fail to confront new generation threats and future problems created by quantum computers. As such, ...