Differentially private sequence generative adversarial networks for data privacy masking

Based on generative adversary networks and the differential privacy mechanism,a differentially private sequence generative adversarial net (DP-SeqGAN) was proposed,with which the privacy of text sequence data sets can be filtered out.DP-SeqGAN can be used to automatically extract important features...

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Bibliographic Details
Main Authors: Yu ZHANG, Xixiang LYU, Yucong ZOU, Yige LI
Format: Article
Language:English
Published: POSTS&TELECOM PRESS Co., LTD 2020-08-01
Series:网络与信息安全学报
Subjects:
Online Access:http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2020046
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