数据挖掘在网络入侵检测系统中的应用

Comment on the Application Technique of Date Mining in IDS

探讨了网络入侵检测中应用数据挖掘技术的可行性和必要性,提出一种基于数据挖掘的入侵检测系统模型,并对该模型中数据挖掘算法进行研究,提出该系统应用Apriori算法的改进思路,实现入侵检测自动化,提高检测效率和检测准确度。

The essay discussed the feasibility and necessity of applying Date Mining in intrusion detection,and advanced a IDS model basing on Date Mining,researching the basic algorithm of the model in Date Mining,putting forward the improvement approach of the system applying Apriori algorithm,which was in order to accomplish the automate of intrusion detection and improve the detective efficiency and detective accuracy.