Experimentally validated quantum-secure federated learning over a multi-user quantum network

Zhi-Ping Liu, Xiao-Yu Cao, Hao-Wen Liu +6

Federated learning enables decentralized, privacy-preserving training but remains vulnerable to privacy leakage in the quantum era. Quantum federated learning (QFL) offers a promis…