2023
Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation
ICLR 2023poster
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 certify the robustness of semantic segmentation models against this threat model. Previous work on certifiably defending aga…