Adversarial Defense via Data Dependent Activation Function and Total Variation Minimization

1 code implementation • 23 Sep 2018 • Bao Wang, Alex T. Lin, Wei Zhu, Penghang Yin, Andrea L. Bertozzi, Stanley J. Osher

We improve the robustness of Deep Neural Net (DNN) to adversarial attacks by using an interpolating function as the output activation.

Adversarial Attack Adversarial Defense +1