Method for Image Adversarial Samples Generating Based on GAN

In order to improve the diversity of adversarial samples and the success rate of attacks, a GAN image adversarial sample generation method is proposed. Firstly, the original sample set is used to train a deep convolutional generative adversarial network G1 to simulate the distribution of the origina...

Full description

Bibliographic Details
Main Author: WANG Shuyan, JIN Hang, SUN Jiaze
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2021-04-01
Series:Jisuanji kexue yu tansuo
Subjects:
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2655.shtml