Mining network data for intrusion detection through combining SVMs with ant colony networks

Author:

Feng Wenying,Zhang Qinglei,Hu Gongzhu,Huang Jimmy Xiangji

Funder

Natural Sciences and Engineering Research Council of Canada (NSERC)

Early Researcher Award/Premier’s Research Excellence Award

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Hardware and Architecture,Software

Reference55 articles.

1. W. Lee, S.J. Stolfo, K.W. Mok, A data mining framework for building intrusion detection models, in: Proceedings of IEEE Symposium on Security and Privacy, 1999, pp. 120–132.

2. Mining audit data to build intrusion detection models;Lee,1998

3. BIRCH: an efficient data clustering method for very large databases;Zhang,1996

4. A new intrusion detection system using support vector machines and hierarchical clustering;Khan;The VLDB Journal,2007

5. Adaptive intrusion detection based on machine learning: feature extraction, classifier construction and sequential pattern prediction;Xu;Information Assurance and Security,2006

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