Defence against adversarial attacks using classical and quantum-enhanced Boltzmann machines

Aidan Kehoe, Peter Wittek, Yanbo Xue +1

We provide a robust defence to adversarial attacks on discriminative algorithms. Neural networks are naturally vulnerable to small, tailored perturbations in the input data that le…