Limitations of the Lipschitz constant as a defense against adversarial examples

no code implementations • 25 Jul 2018 • 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.