Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability

Mingjie Li, Lingshen He, Zhouchen Lin

Abstract: Deep neural networks have achieved great success in various areas, but recent works have found that neural networks are vulnerable to adversarial attacks, which leads to a hot topic nowadays. Altho...