PSO-optimized negative selection algorithm for anomaly detection

Advances in Soft Computing

Volumn 52, Issue , 2009, Pages 13-21

  Wang, Huimin ^a   Gao, X Z ^b   Huang, Xianlin ^a   Song, Zhuoyue ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b AALTO UNIVERSITY   (Finland)

Author keywords

Anomaly detection; Artificial immune system; Negative selection algorithm; Particle swarm optimization; Self nonself discrimination

Indexed keywords

EID: 59649094573     PISSN: 16153871     EISSN: 18600794     Source Type: Book Series    
DOI: 10.1007/978-3-540-88079-0_2     Document Type: Article

References (10)

1. Hofmeyr, S., Forrest, S.: Architecture for All Artificial Immune System. Evolutionary Computation Journal, 443-473 (2000)
2. Dasgupta, D., Forrest, S.: Novelty Detection in Time Series Data Using Ideas From Immunology. In: Proc. Int. Conf. Intelligent Systems, pp. 87-92 (1996)
3. González, F.: A Study of Artificial Immune Systems Applied to Anomaly Detection. PhD. Dissertation (2003)
4. D'haeseleer, P., Forrest, S., Helman, P.: An Immunological Approach to Change Detection: Algorithms, Analysis and Implications. In: The Proceedings of IEEE Symposium on Security and Privacy, pp. 110-119 (1996)
5. Forrest, S., Perelson, A., Allen, L., Cherukuri, R.: Self-nonself Discrimination in A Computer. In: Proc. IEEE Symp. on Research in Security and Privacy, pp. 202-212 (1994)
6. González., F., Dasgupta, D., Kozma, R.: Combining Negative Selection and Classification Techniques for Anomaly Detection. In: Fogel, D.B., El-Sharkawi, M.A., Yao, X., Greenwood, G., Iba, H., Marrow, P., Shackleton, M. (eds.) Proceedings of the 2002 Congress on Evolutionary Computation CEC 2002, USA, May 2002, pp. 705-710. IEEE Press, Los Alamitos (2002)
7. Dasgupta, D., Krishna Kumar, K., Wong, D., Berry, M.: Negative Selection Algorithm for Aircraft Fault Detection. In: Proceedings of Third International Conference on Artificial Immune Systems (ICARIS 2004), pp. 1-13 (2004)
8. Ji, Z., Dasgupta, D.: Real-Valued Negative Selection using Variable-Sized Detectors. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), Seattle, Washington (2004)
9. Ji, Z., Dasgupta, D.: Augmented Negative Selection Algorithm with Variable-Coverage Detectors. In: Proceedings of the Congress on Evolutionary Computation (CEC), Portland, Oregon, U.S.A (2004)
10. Kennedy, J., Eberhart, R.C.: Particle Swarm Optimization. In: Proc. IEEE International Conference on Neural Networks, pp. 1942-1948. IEEE Service Center, Piscataway (1995)