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.