Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models

Preben M. Ness, Dusica Marijan, Sunanda Bose

Causal Neural Network models have shown high levels of robustness to adversarial attacks as well as an increased capacity for generalisation tasks such as few-shot learning and rar…