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Technology of Information Security
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1202-1206

Intelligent game mechanism for fingerprint detection deception

Li Shaohui
Zhang Guomin
Song Lihua
Wang Xiulei
Command & Control Engineering College, Army Engineering University of PLA, Nanjing 210007, China

Abstract

Fingerprint detection, as an important part of network reconnaissance, is a prerequisite of successful network attack. Aiming at the game confrontation characteristics of the attacker and defender in the fingerprint detection process, this paper designed a new deception mechanism to against the attacker's fingerprint detection, established an incomplete information dynamic game model to describe the fingerprint detection deception process effectively, and discussed the basic method of deceptive fingerprint generation. Aiming at the problem of the explosion of solution space caused by the expansion of the fingerprint database, the paper proposed an intelligent fingerprint confuse algorithm based on genetic algorithm thought, two-stage optimal strategy selection algorithm. The simulation experiment shows that compared with the traditional greedy algorithm, TSOSA more effectively hides the real fingerprint characteristics of network assets, reduces the probability of successful detection of attackers, and enhances the security protection capabilities of the network.

Foundation Support

江苏省自然科学青年基金资助项目

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.08.0414
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 4
Section: Technology of Information Security
Pages: 1202-1206
Serial Number: 1001-3695(2022)04-041-1202-05

Publish History

[2021-12-08] Accepted Paper
[2022-04-05] Printed Article

Cite This Article

李少辉, 张国敏, 宋丽华, 等. 一种面向指纹探测欺骗的智能博弈对抗机制 [J]. 计算机应用研究, 2022, 39 (4): 1202-1206. (Li Shaohui, Zhang Guomin, Song Lihua, et al. Intelligent game mechanism for fingerprint detection deception [J]. Application Research of Computers, 2022, 39 (4): 1202-1206. )

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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