Generating Adversarial Examples in One Shot With Image-to-Image Translation GAN

Deep Neural Networks (DNNs) provide state-of-the-art results for most machine learning and computer vision tasks. However, they have been found susceptible to adversarial examples. In the recent literature, many ways of generating adversarial examples have been discovered. In this work, we propose a...

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Κύριος συγγραφέας:	Weijia Zhang
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	IEEE 2019-01-01
Σειρά:	IEEE Access
Θέματα:	Adversarial examples DNN attacks generative adversarial networks (GANs)
Διαθέσιμο Online:	https://ieeexplore.ieee.org/document/8863362/
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