1. Detection of Network Attack and Intrusion Using PCA-ICA
- Author
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Te-Hui Kuo, Jiun-Huei Ho, Chih-Ping Chang, Hong-Chi Shih, Jeng-Shyang Pan, and Bin-Yih Liao
- Subjects
Intrusion ,Computer science ,Anomaly-based intrusion detection system ,Principal component analysis ,Network attack ,Information security ,Intrusion detection system ,Data mining ,Intrusion prevention system ,computer.software_genre ,Independent component analysis ,computer - 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.
- Published
- 2008
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