Technology of Information Security
|
App. Res. of Comp. Printed Article
Vol. 37, 2020 No. 5
1492-1496,1501

Research on security evaluation model for oversea activities based on random model tuning of multi-type parameters

Guo Mengjie1
Xu Zhiwei1,2
Liu Limin1
Guo Meicheng1
Wang Yongsheng1
Yang Haolin1
1. College of Data Science & Applications, Inner Mongolia University of Technology, Hohhot 010080, China
2. Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China
DOI: 10.19734/j.issn.1001-3695.2018.11.0825

Abstract

The existing related data has problems of missing data, various types and inconsistent types. To ensure the security of oversea travelers, this paper proposed a security situation assessment model for oversea activities based on multi-class parameters random tuning in the absence of relevant evaluation criteria. It constructed data quantification and screening mechanism, and adjusted the model parameters adaptively, by which the safety assessment results were obtained and ranked. Finally, it achieved security posture assessment and early warning. It demonstrates the accuracy of the proposed safety situation assessment model by comparing it with the distribution of real-world international terrorist events, the corresponding system has certain practical value.

Foundation Support

国家自然科学基金资助项目(61540004,61502255,61650205)
内蒙古自治区自然科学基金资助项目(2018MS06003,2017MS(LH)0601)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.11.0825
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 5
Section: Technology of Information Security
Pages: 1492-1496,1501
Serial Number: 1001-3695(2020)05-042-1492-05

Publish History

[2020-05-05] Printed Article

Cite This Article

郭孟杰, 许志伟, 刘利民, 等. 基于多类别参数随机调优的境外活动安全评估模型研究 [J]. 计算机应用研究, 2020, 37 (5): 1492-1496,1501. (Guo Mengjie, Xu Zhiwei, Liu Limin, et al. Research on security evaluation model for oversea activities based on random model tuning of multi-type parameters [J]. Application Research of Computers, 2020, 37 (5): 1492-1496,1501. )

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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.

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