DocumentCode
2641324
Title
Detection of Network Attack and Intrusion Using PCA-ICA
Author
Shih, Hong-Chi ; Ho, Jiun-Huei ; Chang, Chih-Ping ; Pan, Jeng-Shyang ; Liao, Bin-Yih ; Kuo, Te-Hui
Author_Institution
Nat. Kaohsiung Univ. of Appl. Sci., Kaohsiung
fYear
2008
fDate
18-20 June 2008
Firstpage
564
Lastpage
564
Abstract
The attack detection and information security for computer network become popular topics for many researchers in recent years. In this paper, the PCAICA method for attack and intrusion detection is proposed. According to the experimental result, the proposed method performs higher correct ratio on recognition than the PCA.
Keywords
computer networks; independent component analysis; principal component analysis; security of data; telecommunication security; computer network attack detection; computer network intrusion detection; independent component analysis; information security; principal component analysis; Computational modeling; Computer networks; Computer simulation; Databases; Equations; Independent component analysis; Information security; Intrusion detection; Packaging; Principal component analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovative Computing Information and Control, 2008. ICICIC '08. 3rd International Conference on
Conference_Location
Dalian, Liaoning
Print_ISBN
978-0-7695-3161-8
Electronic_ISBN
978-0-7695-3161-8
Type
conf
DOI
10.1109/ICICIC.2008.225
Filename
4603753
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