High-end equipment data desensitization method based on improved Stackelberg GAN

作者：

Highlights：

• The data desensitization method helps sensitive data mining.

• Improving Stackelberg GAN with eight discriminators.

• The improved Stackelberg GAN performs well on both random data and real data.

• This desensitization method does not destroy data correlation information.

摘要

•The data desensitization method helps sensitive data mining.•Improving Stackelberg GAN with eight discriminators.•The improved Stackelberg GAN performs well on both random data and real data.•This desensitization method does not destroy data correlation information.

论文关键词：High-end equipment,Data desensitization,Generative adversarial networks

论文评审过程：Received 28 October 2019, Revised 19 March 2021, Accepted 1 April 2021, Available online 20 April 2021, Version of Record 8 May 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.114989