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Enhancing the robustness of vision transformer defense against adversarial attacks based on squeeze-and-excitation module

Vision Transformer (ViT) models have achieved good results in computer vision tasks, their performance has been shown to exceed that of convolutional neural networks (CNNs). However, the robustness of the ViT model has been less studied recently. To address this problem, we investigate the robustnes...

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Detalles Bibliográficos
Autores principales: Chang, YouKang, Zhao, Hong, Wang, Weijie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280230/
https://www.ncbi.nlm.nih.gov/pubmed/37346601
http://dx.doi.org/10.7717/peerj-cs.1197