CausalAdv: Adversarial Robustness through the Lens of Causality

Yonggang Zhang, Mingming Gong, Tongliang Liu +5

The adversarial vulnerability of deep neural networks has attracted significant attention in machine learning. As causal reasoning has an instinct for modelling distribution change…