Lipschitz-aware Linearity Grafting for Certified Robustness

Yongjin Han, Suhyun Kim

Lipschitz constant is a fundamental property in certified robustness, as smaller values imply robustness to adversarial examples when a model is confident in its prediction. Howeve…