Technology of Information Security
|
App. Res. of Comp. Printed Article
Vol. 36, 2019 No. 5
1533-1539

Research on bridging semantic gap in virtualization system based on feature selection

Lou Rui1
Jiang Liehui1,2
1. Fourth Department, Information Engineering University, Zhengzhou 450002, China
2. State Key Laboratory of Mathematical Engineering & Advanced Computing, Zhengzhou 450002, China
DOI: 10.19734/j.issn.1001-3695.2017.12.0761

Abstract

The strong isolation property of the virtualization system introduces the semantic gap problem while providing a relia-ble environment for the deploying the security mechanism. Current research generally relies on the information of software architecture which is not reliable, for the data structures and control flows are easy to be illegally manipulated. And the detection algorithm employed in related research has the low efficiency in identification of guest state. For these problems, this paper designed the feature construction and window mark to preprocess the captured data so as to meet the necessary conditions of carrying out data mining, and then established the semantic gap bridging model of virtualization system based on feature selection, which could build the execution mode of virtual machine and carried out the security detection only relying on the hardware architecture data. Test results show that proposed model can screen out the key features of virtual machine and effectively identify the abnormal behavior of guest system, which lead to the efficiency improvement of bridging semantic gap. This scheme provides a feasible solution for dealing with the problem of semantic gap.

Foundation Support

国家自然科学基金资助项目(61572516)
河南省科技攻关项目(162102210033)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2017.12.0761
Publish at: Application Research of Computers Printed Article, Vol. 36, 2019 No. 5
Section: Technology of Information Security
Pages: 1533-1539
Serial Number: 1001-3695(2019)05-053-1533-07

Publish History

[2019-05-05] Printed Article

Cite This Article

娄睿, 蒋烈辉. 基于特征选择的虚拟化系统语义鸿沟桥接研究 [J]. 计算机应用研究, 2019, 36 (5): 1533-1539. (Lou Rui, Jiang Liehui. Research on bridging semantic gap in virtualization system based on feature selection [J]. Application Research of Computers, 2019, 36 (5): 1533-1539. )

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  • 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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