期刊文献+

基于数据挖掘的Snort入侵检测模型设计 被引量:1

Design of Snort Intrusion Detection Model Based on Data Mining
下载PDF
导出
摘要 通过分析Snort入侵检测系统的体系结构,针对Snort入侵检测系统的缺陷,提出一个基于数据挖掘的Snort混合检测模型,该模型将多种检测方法结合起来,提高了系统检测的准确性和完备性。系统采用分布式模式在局域网中部署。 Through analyse the structure of intrusion detection system, a Snort intergrated model based on data mining is put forward to solve the limitations of the Snort. This model used several individual detection techniques to raise the accuracy and complete of system detection. Distribute mode is adopted in the LAN.
作者 盘红华
出处 《计算机与数字工程》 2008年第8期113-116,共4页 Computer & Digital Engineering
基金 浙江省教育科学规划项目(编号:2006SC168)资助
关键词 数据挖掘 SNORT 入侵检测 聚类 关联 data mining, Snort, intrusion detection, clustering, association
  • 相关文献

参考文献12

二级参考文献35

  • 1Eskin E,Arnold A,Prerau M,et al A Geometric Framework for Unsupervised Anomaly Detection:Detecting Intrusions in Unlabeled Data To Appear in Data Mining for Security Applications,Kluwer,2002.
  • 2Lee W.A Data Mining Framework lbr Building Intrusion Detection Models IEEE Symposium on Security and Privacy,Berkeley,California,1999-05:120-132.
  • 3Erbacher R F,Walker K L,Frincke D A Intrusion and Misuse Detection in Large-scale Systems.IEEE Computer Graphics and Applications,2002-1/2,22(1):38-47.
  • 4Zhang T,Ramakrishnan R Borch M L.An Effiencient Data Clustering Method for Very Large Databases Proc.of 1 996 ACM SIGMOD International Conference on Management of Data,1 996:67.
  • 5KDD Cup 1999 Dataset.http://kdd.ics.uci.edu/databases/kddcup99/kddcup99.html.1999.
  • 6Herve Debar, Marc Dacier, Andreas Wespi. Towards a taxonomy of intrusion-detection systems[J]. Computer Network, 1999:31:805-822.
  • 7Barbara D. ADAM:Detecting Intrusions by Data Mining. Proceedings of IEEE Workshop on Information Assurance and Security,2001.
  • 8Wenke Lee , et al . Algorithms for Mining System Audit Data[C]. Proceedings of ,IEEE Symposium on Security and Privacy ,1999.
  • 9J. Han, M. Kamber, Data Mining :Concepts and Techniques [M]. Morgan Kautmann Publishers ,Inc. ,2004:234 - 235S.
  • 10LEE W, STOLFO SJ, MOK KW.A Data Mining Framework forBuilding Intrusion Detection Models[A]. Proceedings of the 1999 IEEE Symposium on Security and Privacy[C], 1999.

共引文献30

同被引文献2

引证文献1

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