Second, the algorithms of Intrusion Detection, including their principles, technique details applied in Intrusion Detection, their virtues and weakness, are discussed and analyzed.
其次是对入侵检测算法的讨论和分析，包括各种算法的原理介绍、应用到入侵检测领域的技术细节及各自的优点和不足。
In the research of data mining-based intrusion detection, data mining algorithms close rely on high standard training datasets, and this limits the validity and generality of results in this field.
在基于数据挖掘的入侵检测研究中往往紧密地依赖于高标准的训练数据集，这严重制约了这一领域研究成果的有效性和通用性。
In intrusion detection, improvement of the pattern-matching algorithms is limited to the increase of detection rate and not fundamental strategy to solve the problem.
在入侵检测中，模式匹配算法的改进对检测速度的提高是有限的，不是解决问题的根本策略。
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