本文首先分析了当前入侵检测系统中存在的不足，指出了将卡尔曼滤波器应用在入侵检测系统的好处，并且详细介绍了信号处理和卡尔曼滤波理论，接下来又给出了一个基于卡尔曼滤波和神经网络技术的入侵检测模型，最后分析了测试的结果。关键词：入侵检测系统；卡尔曼滤波器；数据预处理；信号处理Abstract：This paper analyzed intrusion detection technology at present, and pointed out the advantage of applying the kalman filter theory in the intrusion detection system firstly. Next we introduce the signal processing and Kalman Filter theory particularly. And then we give an intrusion detection model use kalman filter technology. At last, we analyze the result of test.Key words: intrusion detection system; Kalman Filter;data preprocessing;signal processing
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