Expressive variational quantum circuits provide inherent privacy in federated learning

no code implementations • 22 Sep 2023 • Niraj Kumar, Jamie Heredge, Changhao Li, Shaltiel Eloul, Shree Hari Sureshbabu, Marco Pistoia

However, standard neural network-based federated learning models have been shown to be susceptible to data leakage from the gradients shared with the server.

Federated Learning Quantum Machine Learning