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Perceptually Similar Image Classification Adversarial Example Generation Model

The existing generator-based adversarial example generation model can effectively reduce the construction time of an adversarial example compared to the algorithms based on iterative original image modification, but the obvious differences between generated adversarial example and original image are...

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Autore principale: LI Junjie, WANG Qian
Natura: Artigo
Lingua:Chinês
Pubblicazione: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-11-01
Serie:Jisuanji kexue yu tansuo
Soggetti:
adversarial attack
generative adversarial networks (gan)
perceptual loss
adversarial example
deep neural networks (dnn)
Accesso online:http://fcst.ceaj.org/CN/abstract/abstract2449.shtml
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