Improving the Adversarial Robustness of NLP Models by Information Bottleneck

Cenyuan Zhang, Xiang Zhou, Yixin Wan +3

Existing studies have demonstrated that adversarial examples can be directly attributed to the presence of non-robust features, which are highly predictive, but can be easily manip…