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2012 | OriginalPaper | Chapter
A Message Driven Mechanism Based Distributed IDS Using Developed CUSUM Algorithm
Authors : Yingxuan Wang, Shuzhen Yao, Huobin Tan, He Huang
Published in: Business, Economics, Financial Sciences, and Management
Publisher: Springer Berlin Heidelberg
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In this paper, we proposed a new division method of agent functions and introduced the message driven mechanism into IDS. We developed 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 performance of CUSUM algorithm. We demonstrated that we can achieve high detection accuracy on different network contexts.