RobustMap : Visual Exploration of DNN Adversarial Robustness in Generative Latent Space
The article presents a novel approach to visualizing adversarial robustness (called robustness below) of deep neural networks (DNNs). Traditional tests only return a value reflecting a DNN's overall robustness across a fixed number of test samples. Unlike them, we use test samples to train a ge...
| Publié dans: | IEEE transactions on visualization and computer graphics. - 1996. - 31(2025), 9 vom: 01. Aug., Seite 5801-5815 |
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| Format: | Article en ligne |
| Langue: | English |
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2025
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| Accès à la collection: | IEEE transactions on visualization and computer graphics |
| Sujets: | Journal Article |
| Accès en ligne |
Volltext |