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Adversarial examples defense method based on multi-dimensional feature maps knowledge distillation

The neural network approach has been commonly used in computer vision tasks.However, adversarial examples are able to make a neural network generate a false prediction.Adversarial training has been shown to be an effective approach to defend against the impact of adversarial examples.Nevertheless, i...

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Autor principal: Baolin QIU, Ping YI
Formato: Artigo
Idioma:Inglês
Publicado em: POSTS&TELECOM PRESS Co., LTD 2022-04-01
coleção:网络与信息安全学报
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Acesso em linha:http://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2022012
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