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凝聚分层聚类算法在入侵检测中的应用 被引量:3

Application of Agglomerate Layered Clustering Arithmetic in Intrusion Detection
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摘要 介绍网络入侵检测和聚类的原理,建立基于迭代的凝聚分层聚类算法的入侵检测的数据分类模型,进行试验.并对模型的进一步改进和研究提出了看法. The authors describe the principle of network intrusion detection and clustering, a network intrusion detection system based on iterative agglomerate layered clustering arithmetic is built and tested, and finally the development of arithmetic is detailed.
作者 阳博 龙鹏飞
出处 《长沙电力学院学报(自然科学版)》 2005年第3期57-60,共4页 JOurnal of Changsha University of electric Power:Natural Science
关键词 入侵检测 聚类 凝聚分层 intrusion detection clustering agglomerate layered
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  • 1Han Jiawei Kamber M.数据挖掘-概念与技术[M].高等教育出版社,2002..
  • 2[10]Portnoy, L., Eskin, E., Stolfo, S. J. Intrusion detection with unlabeled data using clustering. In: Barbara, D ed. Proceedings of ACM CSS Workshop on Data Mining Applied to Security. Philadelphia: ACM Press, 2001.
  • 3[11]Jain, A., Dubes, R. Algorithms for Clustering Data. New Jersey: Prentice-Hall, 1988.
  • 4[12]Selim, S. Z., Ismail, M. A. K-means-type algorithm: generalized convergence theorem and characterization of local optimality. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1984, 6(1): 81-87.
  • 5[13]Tseng, L. Y., Yang, S. B. A genetic approach to the automatic clustering problem. Pattern Recognition, 2001. 34(2): 415-424.
  • 6[14]Babu, G. P., Murty, M. N. Clustering with evolution strategies. Pattern Recognition, 1994, 27(2) 321-329.
  • 7[15]Murthy, C. A., Chowdhury, N. In search of optimal clusters using genetic algorithms. Pattern Recognition Letters, 1996, 17(8): 825-832.
  • 8[16]Maulik, U., Bandyopadhyay, S. Genetic algorithm-based clustering technique. Pattern Recognition, 2000, 33(9): 1455-1465.
  • 9[17]Krishna, K. Murty, M. N. Genetic K-Means Algorithm. IEEE Transactions on Systems, Man and Cybernetics(Part B), 1999, 29(3): 433-439.
  • 10[18]Michalewicz, Z. Genetic Algorithm + Data Structure = Evolution Program. New York: Springer-Verlag, 1996.

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