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异常检测模式判定策略的研究 被引量:2

Research on the Choosing Policy of Anomaly Detection Pattern
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摘要 针对异常检测模式判定问题,在对现有异常检测模式性能评估技术分析的基础 上设计出一种异常检测模式性能评估方法,并利用该方法给出一种基于理想异常检测临界值 的异常检测模式判定策略。 Aiming at the choosing policy of anomaly detection Pattern(ADP), t his paper analyzes the existed performance evaluating techniques of ADP and pres ents an ADP performance evaluating approach. It comes up with a choosing policy of ADP based on the Perfect-ADP using the proposed approach above.
出处 《计算机工程》 CAS CSCD 北大核心 2004年第1期114-115,167,共3页 Computer Engineering
关键词 异常检测 入侵检测 计算机安全 Anomaly detection Intrusion detection Computer security
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参考文献4

  • 1[1]Dietterich T C. Approximate Statistical Tests for Comparing Super- vised Classification Learning Algorithms. Neural Computation, 1998
  • 2[2]Portnoy L, Eskin E, Stolfo S J. Intrusion Detection with Unlabeled Data Using Clustering. In Proceedings of ACM CSS Workshop on Data Mining Applied to Security (DMSA-2001), 2001
  • 3[3]Provost F, Fawcett T, Kohavi R. The Case Against Accuracy Estima- tion for Comparing Induction Algorithms. In Proceedings of the 15th International Conference on Machine Learning, 1998-07
  • 4[4]Levin I. Kernel Miner Takes Second Place in KDD99 Classifier Lea- rning Competition. http://www.llsoft.com/kdd99cup.html, 1999-10

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