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

In three linesQuNetQFL is a quantum federated learning protocol implemented on quantum networks, masking local model updates with distributed quantum secret keys for information-theoretic security. Experimentally validated on a four-client quantum network, it reduces communication costs by 75% and scales to 200 clients with rapid convergence.

Summary generated by Claude — human-verified