Defending against Patch-Based and Texture-Based Adversarial Attacks with Spectral Decomposition

Wei Zhang, Xinyu Chang, Xiao Li +2

Adversarial examples present significant challenges to the security of Deep Neural Network (DNN) applications. Specifically, there are patch-based and texture-based attacks that ar…