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DualFlow: Generating imperceptible adversarial examples by flow field and normalize flow-based model

Recent adversarial attack research reveals the vulnerability of learning-based deep learning models (DNN) against well-designed perturbations. However, most existing attack methods have inherent limitations in image quality as they rely on a relatively loose noise budget, i.e., limit the perturbatio...

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Detalles Bibliográficos
Autores principales: Liu, Renyang, Jin, Xin, Hu, Dongting, Zhang, Jinhong, Wang, Yuanyu, Zhang, Jin, Zhou, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9947527/
https://www.ncbi.nlm.nih.gov/pubmed/36845066
http://dx.doi.org/10.3389/fnbot.2023.1129720