Search
Now showing items 1-1 of 1
PCA as a defense against some adversaries
(Center for Brains, Minds and Machines (CBMM), 2022-03-30)
Neural network classifiers are known to be highly vulnerable to adversarial perturbations in their inputs. Under the hypothesis that adversarial examples lie outside of the sub-manifold of natural images, previous work has ...