Enhancing quantum adversarial robustness by randomized encodings
The interplay between quantum physics and machine learning gives rise to the emergent frontier of quantum machine learning, where advanced quantum learning models may outperform their classical counterparts in solving certain challenging problems.However, quantum learning systems are vulnerable to adversarial attacks: adding tiny carefully crafted