A novel approach to network security situation awareness based on multi-perspective analysis

被引:0
|
作者
Yong, Zhang [1 ]
Xiaobin, Tan [1 ]
Hongsheng, Xi [1 ]
机构
[1] Univ Sci & Technol China, Dept Automat, Hefei, Anhui, Peoples R China
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Describing the security situation and its trend is the research hotspot of network security. As a new research field, Network security situation awareness (NSSA) includes three phases: situation perception, situation evaluation and situation prediction. This paper proposes a novel approach to NSSA model. The situation evaluation model adopts a multi-perspective analysis. It uses the description of security attacks, vulnerabilities and security services to evaluate current network security situation. The situation prediction model adopts time series analysis. It uses past and current situation map to forecast future network security situation. Simulation results show that the model is suitable and efficient.
引用
收藏
页码:768 / 772
页数:5
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