Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off

Levente Halmosi, Bálint Mohos, Márk Jelasity

Machine learning models are vulnerable to tiny adversarial input perturbations optimized to cause a very large output error. To measure this vulnerability, we need reliable methods…