Constructing Optimal Quantum Noise Channels to Enhance Adversarial Robustness in Quantum Machine Learning

Constructing a family of quantum noise channels, called (α, γ)-channels, that can provide certifiable robustness against adversarial attacks on quantum machine learning models.