Constructing Optimal Noise Channels for Enhanced Robustness in Quantum Machine Learning

David Winderl, Nicola Franco, Jeanette Miriam Lorenz

With the rapid advancement of Quantum Machine Learning (QML), the critical need to enhance security measures against adversarial attacks and protect QML models becomes increasingly…