Likelihood Landscapes: A Unifying Principle Behind Many Adversarial Defenses

Fu Lin, Rohit Mittapalli, Prithvijit Chattopadhyay +2

Convolutional Neural Networks have been shown to be vulnerable to adversarial examples, which are known to locate in subspaces close to where normal data lies but are not naturally…