AID-Purifier: A Light Auxiliary Network for Boosting Adversarial Defense

Duhun Hwang, Eunjung Lee, Wonjong Rhee

We propose an AID-purifier that can boost the robustness of adversarially-trained networks by purifying their inputs. AID-purifier is an auxiliary network that works as an add-on t…