This paper proposes an advanced method which was mixed by self - organizing map neural network and learning vector quan - tization algorithm, and used in intrusive detection system based on program behavior of local machine. 本文将自组织映射神经网络与学习矢量量化的学习算法混合,用于基于程序行为的本机入侵异常检测中。