Limitations of the Lipschitz constant as a defense against adversarial examples

Todd Huster, Cho-Yu Jason Chiang, Ritu Chadha

Several recent papers have discussed utilizing Lipschitz constants to limit the susceptibility of neural networks to adversarial examples. We analyze recently proposed methods for…