TY - GEN
T1 - A message driven mechanism based distributed IDS using developed CUSUM algorithm
AU - Wang, Yingxuan
AU - Yao, Shuzhen
AU - Tan, Huobin
AU - Huang, He
PY - 2012
Y1 - 2012
N2 - 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.
AB - 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.
KW - Deny of service attacks
KW - Deviations Regression Algorithm
KW - Distributed architecture
KW - Message Driven Mechanism
KW - Non-parametric CUSUM algorithm
UR - https://www.scopus.com/pages/publications/84858969955
U2 - 10.1007/978-3-642-27966-9_108
DO - 10.1007/978-3-642-27966-9_108
M3 - 会议稿件
AN - SCOPUS:84858969955
SN - 9783642279652
T3 - Advances in Intelligent and Soft Computing
SP - 811
EP - 819
BT - Business, Economics, Financial Sciences, and Management
T2 - 2011 International Conference on Business, Economics, and Financial Sciences, Management, BEFM 2011
Y2 - 30 December 2011 through 31 December 2011
ER -