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Technology of Information Security
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App. Res. of Comp. Printed Article
Vol. 39, 2022 No. 7
2156-2161

Verification algorithm of effective change region of attack-defense model based on game-strategies

Liu Yuzhou1,2
Fang Xianwen1,2
1. College of Mathematics & Big Data, Anhui University of Science & Technology, Huainan Anhui 232001, China
2. Anhui Province Engineering Laboratory for Big Data Analysis & Early Warning Technology of Coal Mine Safety, Huainan Anhui 232001, China
DOI: 10.19734/j.issn.1001-3695.2021.12.0680

Abstract

Change mining can find the possible change space in the model through the change log. However, in the scenario of information security attack-defense situation, the results of the existing change mining algorithms may not meet the security requirements, or even deviate greatly from the security standards. To solve this problem, this paper proposed a change region verification method based on game strategy, which solved the defect that the traditional change mining algorithm could not verify its effectiveness. Firstly, the algorithm constructed the benefit matrix according to the security index to calculate the Nash equilibrium point. Secondly, it verified the effectiveness of the change region of the attack-defense model through the Nash equilibrium point. And then the algorithm classified the invalid and sub effective change regions, and gave clear guidance on the response to unknown vulnerabilities. Finally, it took a typical information security event as an example to verify the feasibility of this method.

Foundation Support

国家自然科学基金资助项目(61402011,61572035)
安徽省自然科学基金资助项目(1508085MF111,1608085QF149)
安徽理工大学研究生创新基金资助项目(2021CX1011)
安徽理工大学大学生科普创新及科研育人示范项目(KYX202129)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.12.0680
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 7
Section: Technology of Information Security
Pages: 2156-2161
Serial Number: 1001-3695(2022)07-038-2156-06

Publish History

[2022-03-09] Accepted Paper
[2022-07-05] Printed Article

Cite This Article

刘雨舟, 方贤文. 基于博弈策略的攻防模型有效变化域验证算法 [J]. 计算机应用研究, 2022, 39 (7): 2156-2161. (Liu Yuzhou, Fang Xianwen. Verification algorithm of effective change region of attack-defense model based on game-strategies [J]. Application Research of Computers, 2022, 39 (7): 2156-2161. )

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.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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