A log-based mining system for network node correlation

被引：1
|
作者：
Zhang, YZ [1 ]
Fang, BX [1 ]
Chi, Y [1 ]
Yun, XC [1 ]
机构：
[1] Harbin Inst Technol, Res Ctr Comp Network & Informat Secur Technol, Harbin 150001, Peoples R China
来源：
EC2ND 2005, PROCEEDINGS | 2006年
基金：
中国国家自然科学基金;
关键词：
network risk assessment; network node correlation; Bayesian network; system log;
D O I：
10.1007/1-84628-352-3_17
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
In the field of network security, people become aware of the importance of study on the connectivity between network nodes. Based on analyzing the connectivity, this paper introduces a conception of network node correlation (NNC) and designs a novel log-based NNC mining system which adopts a typical distributed architecture based on agent. By means of bayesian network, this system can accurately and effectively mine high-level NNCs on application layer. The mined results can provide useful information for some security fields such as network risk assessment, vulnerability and intrusion detection, and virus propagation.
引用
收藏
页码：167 / +
页数：2
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