Technology of Information Security
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1779-1781,1793

Study on fuzzy key encryption based on GAN

Li Ximing
Wu Jiarun
Wu Shaoqian
Guo Yubin
Ma Sha
College of Mathematics & Informatics, South China Agricultural University, Guangzhou 510642, China

Abstract

This paper studied the problem of fuzzy key encrypted communication, and preliminarily realized a fuzzy key encryption communication scheme under symmetric key by GAN. It proposed a two-party fuzzy key encrypted communication scheme with neural network model. And the key difference could be 6 bit for symmetric encryption with 16 bit key. Based on these, it gave a fuzzy key encrypted communication scheme with adversaries. This scheme trained the 2-party of communication in adversarial game with their adversary, and as to symmetric encryption with 16 bit key, 4 bit key difference was endu-rable for the communicators while the advisory could get not more auxiliary information from ciphertext. Experiments show that it is feasible to solve fuzzy key encryption communication problem by using neural network and GAN.

Foundation Support

国家自然科学基金资助项目(61872152,61872409)
广东省自然科学基金杰出青年基金资助项目(2014A030306021)
广东省特支计划资助项目(2015TQ01X796)
广州市珠江科技新星资助项目(201610010037)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.10.0888
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 6
Section: Technology of Information Security
Pages: 1779-1781,1793
Serial Number: 1001-3695(2020)06-035-1779-03

Publish History

[2020-06-05] Printed Article

Cite This Article

李西明, 吴嘉润, 吴少乾, 等. 基于生成对抗网络的模糊密钥加密通信研究 [J]. 计算机应用研究, 2020, 37 (6): 1779-1781,1793. (Li Ximing, Wu Jiarun, Wu Shaoqian, et al. Study on fuzzy key encryption based on GAN [J]. Application Research of Computers, 2020, 37 (6): 1779-1781,1793. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

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