Intrusion detection method based on independent component analysis and support vector machine

Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University

Volumn 39, Issue 8, 2005, Pages 876-879

  Gu, Yu ^a   Zheng, Jinhui ^a   Sun, Jian ^a   Xu, Zongben ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Independent component analysis; Intrusion detection; Support vector machine

Indexed keywords

COMPUTER NETWORKS; COMPUTER SIMULATION; COMPUTER SYSTEM FIREWALLS; FINITE AUTOMATA; INDEPENDENT COMPONENT ANALYSIS; SECURITY OF DATA;

GENERALIZED MAXIMAL MARGIN HYPERPLANE; INTRUSION DETECTION METHOD; NUMERICAL SIMULATION; SUPPORT VECTOR MACHINE (SVM);

SECURITY SYSTEMS;

EID: 24044441270     PISSN: 0253987X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (6)

1. Liu Yanheng, Tian Daxin, Wang Aimin. ANNIDS: intrusion detection system based on artificial neural network [A]. 2003 International Conference on Machine Learning and Cybernetics, Xi'an, China, 2003.
2. Kumar S. Classification and detection of computer intrusions [D]. PhD Thesis. West Lafayette, USA: Department of Computer Science, Purdue University, 1995.
3. Zhao Junzhong, Huang Houkuan. An evolving intrusion detection system based on natural immune system [A]. 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering, Beijing, China, 2002.
4. Hyvärinen A, Qja E. Independent component analysis: algorithms and applications [J]. Neural Networks, 2000, 13(4-5): 411-430.