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
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;
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
DOI :
10.1109/ICICIC.2008.225
