Robust in Practice: Adversarial Attacks on Quantum Machine Learning

Haoran Liao, Ian Convy, William J. Huggins +1

State-of-the-art classical neural networks are observed to be vulnerable to small crafted adversarial perturbations. A more severe vulnerability has been noted for quantum machine…