On the robustness of semantic segmentation models to adversarial attacks

Deep Neural Networks (DNNs) have demonstrated exceptional performance 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 not been ex...

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Bibliographic Details
Main Authors: Arnab, A, Miksik, O, Torr, PHS
Format: Journal article
Language:English
Published: Institute of Electrical and Electronics Engineers 2019