Graph database-based network security situation awareness data storage method

被引:7
|
作者
Tao, Xiaoling [1 ,2 ,3 ]
Liu, Yang [1 ]
Zhao, Feng [1 ]
Yang, Changsong [1 ,2 ]
Wang, Yong [1 ]
机构
[1] Guilin Univ Elect Technol, Guangxi Coll & Univ Key Lab Cloud Comp & Complex, Guilin, Peoples R China
[2] Xidian Univ, State Key Lab Integrated Serv Networks ISN, Xian, Shaanxi, Peoples R China
[3] Guilin Univ Elect Technol, Guangxi Cooperat Innovat Ctr Cloud Comp & Big Dat, Guilin, Peoples R China
基金
中国国家自然科学基金;
关键词
NSSA; Data storage; Hierarchical multi-domain; Graph database;
D O I
10.1186/s13638-018-1309-9
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the rapid development of the Internet, network security situation awareness has attracted tremendous attention. In large-scale complex networks, network security situation awareness data presents the characteristics of large-scale, multi-source, and heterogeneous. Recently, much research work have been done on network security situation awareness. However, most of the existing methods store different types of data in different ways, which makes data query and analysis inefficient. To solve this problem, we propose a graph database-based hierarchical multi-domain network security situation awareness data storage method. In our scheme, we build a hierarchical multi-domain network security situation awareness model to divide the network into different domains, which can collect and dispose the awareness data more efficiently. Meanwhile, to unify our storage mode, we also define network security situation awareness data storage rules and methods based on graph database. Finally, extensive experiments on real datasets show that our proposed method is efficient compared to state-of-the-art storage models.
引用
收藏
页数:12
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