A Distributed IDS Using Developed Nonparametric CUSUM Algorithm

摘要：

In this paper, we proposed a scheme of distributed invading detect system using non-parametric CUSUM algorithm. Unlike previous proposals for usage of CUSUM algorithm in invading detecting, we presented a Deviations Regression Algorithm which could greatly improve the performance of non-parametric CUSUM algorithm. We demonstrate that we can achieve high detection accuracy on a range of different network contexts.

关键词： Non-parametric CUSUM algorithm Deny of service attacks Distributed architecture Deviations Regression Algorithm

作者: Yingxuan Wang Shuzhen Yao Huobin Tan He Huang

作者单位: School of Computer Science and Engineering BUAA Beijing, China School of Software BUAA Beijing, China

会议类型: 国际会议

会议名称: 2011 3rd International Conference on Computer and Network Technology(ICCNT 2011)(2011第三届IEEE计算机与网络技术国际会议)

会议地点: 太原

会议语种:英文

页码: 25-29

在线出版日期: 2011-02-26（万方平台首次上网日期，不代表论文的发表时间）