Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation

Maksym Yatsura, Kaspar Sakmann, N. Grace Hua +2

Adversarial patch attacks are an emerging security threat for real world deep learning applications. We present Demasked Smoothing, the first approach (up to our knowledge) to cert…