A message driven mechanism based distributed IDS using developed CUSUM algorithm

Yingxuan Wang; Shuzhen Yao; Huobin Tan; He Huang

doi:10.1007/978-3-642-27966-9_108

A message driven mechanism based distributed IDS using developed CUSUM algorithm

Yingxuan Wang^*
, Shuzhen Yao
, Huobin Tan
, He Huang

^*Corresponding author for this work

School of Software

Beihang University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

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.

Original language	English
Title of host publication	Business, Economics, Financial Sciences, and Management
Pages	811-819
Number of pages	9
DOIs	https://doi.org/10.1007/978-3-642-27966-9_108
State	Published - 2012
Event	2011 International Conference on Business, Economics, and Financial Sciences, Management, BEFM 2011 - Jeju Island, Korea, Republic of Duration: 30 Dec 2011 → 31 Dec 2011

Publication series

Name	Advances in Intelligent and Soft Computing
Volume	143 AISC
ISSN (Print)	1867-5662

Conference

Conference	2011 International Conference on Business, Economics, and Financial Sciences, Management, BEFM 2011
Country/Territory	Korea, Republic of
City	Jeju Island
Period	30/12/11 → 31/12/11

Keywords

Deny of service attacks
Deviations Regression Algorithm
Distributed architecture
Message Driven Mechanism
Non-parametric CUSUM algorithm

Access to Document

10.1007/978-3-642-27966-9_108

Cite this

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title = "A message driven mechanism based distributed IDS using developed CUSUM algorithm",

abstract = "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.",

keywords = "Deny of service attacks, Deviations Regression Algorithm, Distributed architecture, Message Driven Mechanism, Non-parametric CUSUM algorithm",

author = "Yingxuan Wang and Shuzhen Yao and Huobin Tan and He Huang",

year = "2012",

doi = "10.1007/978-3-642-27966-9\_108",

language = "英语",

isbn = "9783642279652",

series = "Advances in Intelligent and Soft Computing",

pages = "811--819",

booktitle = "Business, Economics, Financial Sciences, and Management",

note = "2011 International Conference on Business, Economics, and Financial Sciences, Management, BEFM 2011 ; Conference date: 30-12-2011 Through 31-12-2011",

}

Wang, Y, Yao, S, Tan, H & Huang, H 2012, A message driven mechanism based distributed IDS using developed CUSUM algorithm. in Business, Economics, Financial Sciences, and Management. Advances in Intelligent and Soft Computing, vol. 143 AISC, pp. 811-819, 2011 International Conference on Business, Economics, and Financial Sciences, Management, BEFM 2011, Jeju Island, Korea, Republic of, 30/12/11. https://doi.org/10.1007/978-3-642-27966-9_108

A message driven mechanism based distributed IDS using developed CUSUM algorithm. / Wang, Yingxuan; Yao, Shuzhen; Tan, Huobin et al.
Business, Economics, Financial Sciences, and Management. 2012. p. 811-819 (Advances in Intelligent and Soft Computing; Vol. 143 AISC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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

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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 -

A message driven mechanism based distributed IDS using developed CUSUM algorithm

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Keywords

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