Francesco Croce*

Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation Models

"Adversarial robustness has been studied extensively in image classification, especially for the ℓ∞ -threat model, but significantly less so for related tasks such as object detection and semantic segmentation, where attacks turn out to be a much harder optimization problem than for image classifica…