A novel intrusion detection system for e-commerce system

Wenbin Li; Zhonghua Li; Haobin Shi; Weihua Li

doi:10.1109/ICMeCG.2009.33

A novel intrusion detection system for e-commerce system

Wenbin Li, Zhonghua Li, Haobin Shi, Weihua Li

School of Computer Science

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

1 Scopus citations

Abstract

In order to provide a transaction environment of more security for e-commerce system, a novel intrusion detection system (IDS) based on the system call sequences is proposed in this paper. Firstly, this system improves the basic short sequence matching model combined with consistency principle of process initialization to emphasize on detecting system call sequences when process is initializing. Secondly, matching model of sequence correlation coefficient is established. Finally, the two models are utilized to evaluate synthetically the process behavior, so as to detect security situation of the whole e-commerce system. Experimental results show that IDS with the new technology can obviously increase the detection rate and reduce the false alarm rate.

Original language	English
Title of host publication	2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009
Pages	454-459
Number of pages	6
DOIs	https://doi.org/10.1109/ICMeCG.2009.33
State	Published - 2009
Event	2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009 - Nanchang, China Duration: 16 Sep 2009 → 19 Sep 2009

Publication series

Name	2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009

Conference

Conference	2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009
Country/Territory	China
City	Nanchang
Period	16/09/09 → 19/09/09

Keywords

Correlation coefficient
E-commerce
Intrusion detection
Short sequence
System call sequences

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10.1109/ICMeCG.2009.33

Cite this

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title = "A novel intrusion detection system for e-commerce system",

abstract = "In order to provide a transaction environment of more security for e-commerce system, a novel intrusion detection system (IDS) based on the system call sequences is proposed in this paper. Firstly, this system improves the basic short sequence matching model combined with consistency principle of process initialization to emphasize on detecting system call sequences when process is initializing. Secondly, matching model of sequence correlation coefficient is established. Finally, the two models are utilized to evaluate synthetically the process behavior, so as to detect security situation of the whole e-commerce system. Experimental results show that IDS with the new technology can obviously increase the detection rate and reduce the false alarm rate.",

keywords = "Correlation coefficient, E-commerce, Intrusion detection, Short sequence, System call sequences",

author = "Wenbin Li and Zhonghua Li and Haobin Shi and Weihua Li",

year = "2009",

doi = "10.1109/ICMeCG.2009.33",

language = "英语",

isbn = "9780769537788",

series = "2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009",

pages = "454--459",

booktitle = "2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009",

note = "2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009 ; Conference date: 16-09-2009 Through 19-09-2009",

}

Li, W, Li, Z, Shi, H & Li, W 2009, A novel intrusion detection system for e-commerce system. in 2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009., 5280076, 2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009, pp. 454-459, 2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009, Nanchang, China, 16/09/09. https://doi.org/10.1109/ICMeCG.2009.33

A novel intrusion detection system for e-commerce system. / Li, Wenbin; Li, Zhonghua; Shi, Haobin et al.
2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009. 2009. p. 454-459 5280076 (2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009).

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

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AU - Li, Zhonghua

AU - Shi, Haobin

AU - Li, Weihua

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N2 - In order to provide a transaction environment of more security for e-commerce system, a novel intrusion detection system (IDS) based on the system call sequences is proposed in this paper. Firstly, this system improves the basic short sequence matching model combined with consistency principle of process initialization to emphasize on detecting system call sequences when process is initializing. Secondly, matching model of sequence correlation coefficient is established. Finally, the two models are utilized to evaluate synthetically the process behavior, so as to detect security situation of the whole e-commerce system. Experimental results show that IDS with the new technology can obviously increase the detection rate and reduce the false alarm rate.

AB - In order to provide a transaction environment of more security for e-commerce system, a novel intrusion detection system (IDS) based on the system call sequences is proposed in this paper. Firstly, this system improves the basic short sequence matching model combined with consistency principle of process initialization to emphasize on detecting system call sequences when process is initializing. Secondly, matching model of sequence correlation coefficient is established. Finally, the two models are utilized to evaluate synthetically the process behavior, so as to detect security situation of the whole e-commerce system. Experimental results show that IDS with the new technology can obviously increase the detection rate and reduce the false alarm rate.

KW - Correlation coefficient

KW - E-commerce

KW - Intrusion detection

KW - Short sequence

KW - System call sequences

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M3 - 会议稿件

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T3 - 2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009

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BT - 2009 International Conference on Management of e-Commerce and e-Government, ICMeCG 2009

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Y2 - 16 September 2009 through 19 September 2009

ER -

A novel intrusion detection system for e-commerce system

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Keywords

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