基于免疫机制的入侵检测器生成的研究

The Algorithm of Detectors Generating in Intrusion Detection System based on Artificial Immune Theory

为了提高基于人工免疫入侵检测系统中有效检测器的生成和检测效率,通过对传统检测器生成算法的研究,结合传统阴性选择算法和缩小检测器长度的方法,提出了一种新的检测器生成算法。实验证明该算法生成的检测器在保证了检测准确性的同时减少了检测所需的时间。

In order to enhance the create efficiency and detect efficiency of the detectors in IDS which based on Artificial Immune System. According to the research of the traditional create arithmetic of detector, integrate the traditional negative selection arithmetic and the method of shorten detectors, this paper advance a new arithmetic for detector creating. The experiments show that detectors created by this arithmetic can reduce the time of detecting and ensured the veracity of detecting at the same time.