期刊文献+

基于数据挖掘的分布式入侵检测算法

原文传递
导出
摘要 分析了入侵检测中应用数据挖掘技术的基本思想,提出了一种基于数据挖掘的分布式入侵检测算法,并对该算法进行了仿真实验。结果证明,该算法能从大量网络流量连接记录中,挖掘出不同类型的关联入侵规则。
出处 《武警工程学院学报》 2009年第2期42-45,共4页 Journal of Engineering College of Armed Police Force
  • 相关文献

参考文献4

  • 1J. Kim, P. Bentley. Towards an artificial immune system for network intrusion detection: An investigation of clonal selection with a negative selection operator[C]. Proc Congress on Evolutionary Computation. Seoul, Koreal, 2001.
  • 2连一峰,戴英侠,王航.基于模式挖掘的用户行为异常检测[J].计算机学报,2002,25(3):325-330. 被引量:85
  • 3David Hand,Heikki Mannila,Padhraic Smyth.数据挖掘原理[M].北京:机械工业出版2003.
  • 4Wai - Ho Au, Keith C.C. Chem. Mining Fuzzy Association Rules in a Database Containing Relational and Transactional Data[C]. A. Kandel, M. I.aist, and H. Btmke, Data Mining and computational Intelligence, New York, 2001 : 95 - 114.

二级参考文献7

  • 1[1]Lee Wenke, Stolfo S J. Data mining approaches for intrusion detection. In: Proc the 7th USENIX Security Symposium, San Antonio, TX, 1998
  • 2[2]Lee Wenke, Stolfo S J, Mok K W. A data mining framework for building intrusion detection models. In: Proc the 1999 IEEE Symposium on Security and Privacy, Berkely, California, 1999. 120-132
  • 3[3]Lee Wenke. A data mining framework for constructing features and models for intrusion detection systems[Ph D dissertation]. Columbia University, 1999
  • 4[4]Paxson Vern. Bro: A system for detecting network intruders in real-time. In: Proc the 7th USENIX Security Symposium, San Antonio, TX, 1998
  • 5[5]Agrawal Rakesh, Srikant Ramakrishnan. Fast algorithms for mining association rules. In: Proc the 20th International Conference on Very Large Databases, Santiago, Chile, 1994
  • 6[6]Agrawal Rakesh, Srikant Ramakrishnan. Mining sequential patterns. IBM Almaden Research Center, San Jose, California:Research Report RJ 9910, 1994
  • 7[7]Chen M, Han J, Yu P. Data mining: An overview from database perspective. IEEE Trans Knowledge and Data Engineeing, 1996,8(6):866-883

共引文献111

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部