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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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 42(2020), 12 vom: 10. Dez., Seite 3040-3053
Auteur principal: Arnab, Anurag (Auteur)
Autres auteurs: Miksik, Ondrej, Torr, Philip H S
Format: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't