Understanding Robustness in Teacher-Student Setting: A New Perspective

Zhuolin Yang, Zhaoxi Chen, Tiffany Cai +3

Adversarial examples have appeared as a ubiquitous property of machine learning models where bounded adversarial perturbation could mislead the models to make arbitrarily incorrect…