Technology of Information Security
|
App. Res. of Comp. Printed Article
Vol. 38, 2021 No. 3
886-892

Research on attack path prediction method based on T_NAG model

Zhai Haixia
Lu Yuemeng
Wang Hui
Ao Shan
College of Computer Science & Technology, Henan Polytechnic University, Jiaozuo Henan 454003, China
DOI: 10.19734/j.issn.1001-3695.2019.11.0701

Abstract

In order to depict the attacker's attack trajectory better, this paper proposed a path prediction method based on T_NAG(time attribute network attack graph) model. First of all, it proposed a new attack graph model T_NAG to distinguish the attacker's ability according to the real-time behavior trace. Secondly, according to the characteristics of the attacker's different capabilities, it proposed the concept of attack intention, considered the operation risk and attack profit as a whole and introduced the time decay parameter into the intention calculation, and designed a vulnerability utilization quantification me-thod based on the attacker's capabilities. Finally, it further integrated attack intention and vulnerability utilization into the consideration of path reachability probability, and gave the IntenAbi-PathPre algorithm to predict the attack path. The experimental results show that this method can effectively remove the redundancy in the attack graph and improve the accuracy of attack path prediction.

Foundation Support

国家自然科学基金资助项目(61300216)
全国教育科学规划教育部重点课题资助项目(DFA170292)
河南省软科学研究计划资助项目(182400410147)
河南省科技攻关(社会发展领域)资助项目(182102310946)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2019.11.0701
Publish at: Application Research of Computers Printed Article, Vol. 38, 2021 No. 3
Section: Technology of Information Security
Pages: 886-892
Serial Number: 1001-3695(2021)03-048-0886-07

Publish History

[2021-03-05] Printed Article

Cite This Article

翟海霞, 卢月萌, 王辉, 等. 基于T_NAG模型的攻击路径预测方法研究 [J]. 计算机应用研究, 2021, 38 (3): 886-892. (Zhai Haixia, Lu Yuemeng, Wang Hui, et al. Research on attack path prediction method based on T_NAG model [J]. Application Research of Computers, 2021, 38 (3): 886-892. )

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  • Application Research of Computers Monthly Journal
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    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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