On the Generalization of Adversarially Trained Quantum Classifiers

Petros Georgiou, Aaron Mark Thomas, Sharu Theresa Jose +1

Quantum classifiers are vulnerable to adversarial attacks that manipulate their input classical or quantum data. A promising countermeasure is adversarial training, where quantum c…