Certified Robustness of Quantum Classifiers against Adversarial Examples through Quantum Noise

Jhih-Cing Huang, Yu-Lin Tsai, Chao-Han Huck Yang +4

Recently, quantum classifiers have been found to be vulnerable to adversarial attacks, in which quantum classifiers are deceived by imperceptible noises, leading to misclassificati…