Wasserstein distributional robustness of neural networks

Deep neural networks are known to be vulnerable to adversarial attacks (AA).For an image recognition task, this means that a small perturbation of the original can result in the image being misclassified.Design of such attacks as well as methods of adversarial training against them are subject of in...

Full description

Bibliographic Details
Main Authors: Bai, X, He, G, Jiang, Y, Obłój, J
Format: Conference item
Language:English
Published: 2023