Perceptually Similar Image Classification Adversarial Example Generation Model

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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Bibliographic Details
Main Author: LI Junjie, WANG Qian
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-11-01
Series:Jisuanji kexue yu tansuo
Subjects:
adversarial attack
generative adversarial networks (gan)
perceptual loss
adversarial example
deep neural networks (dnn)
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2449.shtml

Internet

http://fcst.ceaj.org/CN/abstract/abstract2449.shtml

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