2026
Erosion Attack for Adversarial Training to Enhance Semantic Segmentation Robustness
ICASSP 2026poster
Existing segmentation models exhibit significant vulnerability to adversarial attacks.To improve robustness, adversarial training incorporates adversarial examples into model training. However, existing attack methods consider only global semantic information and ignore contextual semantic relations…