Model Robustness Optimization Method Using GAN and Feature Pyramid

Model Robustness Optimization Method Using GAN and Feature Pyramid

Under the artificial intelligence adversarial environment, deep neural networks have an obvious vulnerability to adversarial samples. To improve the robustness of the model in the adversarial environment, a deep neural network model robustness optimization method AdvRob is proposed. Firstly, the tar...

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Bibliographic Details
Main Author: SUN Jiaze+, TANG Yanmei, WANG Shuyan
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2023-05-01
Series:Jisuanji kexue yu tansuo
Subjects:
generative adversarial network (gan); deep neural networks; adversarial sample; feature pyramid; model robustness
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2106063.pdf

Internet

http://fcst.ceaj.org/fileup/1673-9418/PDF/2106063.pdf

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