Understanding Adversarial Robustness Through Loss Landscape Geometries

Vinay Uday Prabhu, Dian Ang Yap, Joyce Xu +1

The pursuit of explaining and improving generalization in deep learning has elicited efforts both in regularization techniques as well as visualization techniques of the loss surfa…