On the robustness of semantic segmentation models to adversarial attacks

Deep Neural Networks (DNNs) have been demonstrated to perform exceptionally well on most recognition tasks such as image classification and segmentation. However, they have also been shown to be vulnerable to adversarial examples. This phenomenon has recently attracted a lot of attention but it has...

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Bibliographic Details
Main Authors: Arnab, A, Miksik, O, Torr, P
Format: Conference item
Published: Institute of Electrical and Electronics Engineers 2018