摘要：规则学习算法通过学习样本产生规则集，如伺判断规则集的好坏？

Absrtact: the rule extraction algorithm produces the rule set by learning examples. How to evaluate the rule set?

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在对归纳学习理论深入研究的基础上，将规则学习算法应用到入侵检测建模中。

Based on the in-deep research on inductive learning theory, a rule learning algorithm is applied in building the intrusion detection model.

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最后根据改进的关联规则学习算法的核心思想，对网络安全审计模型进行了设计，并给予实现。

Finally, basing on the core idea of improved association rule learning algorithms, this thesis designs and achieves simple models of network security audit.

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