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Verification of Deep Convolutional Neural Networks Using ImageStars
Convolutional Neural Networks (CNN) have redefined state-of-the-art in many real-world applications, such as facial recognition, image classification, human pose estimation, and semantic segmentation. Despite their success, CNNs are vulnerable to adversarial attacks, where slight changes to their in...
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| Publicado no: | Computer Aided Verification |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2020
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7363231/ https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-53288-8_2 |
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