Causal Information Bottleneck Boosts Adversarial Robustness of Deep Neural Network

no code implementations • 25 Oct 2022 • Huan Hua, Jun Yan, Xi Fang, Weiquan Huang, Huilin Yin, Wancheng Ge

With the utilization of such a framework, the influence of non-robust features could be mitigated to strengthen the adversarial robustness.

Adversarial Robustness Causal Inference