Design and Implementation of an Immune Algorithm for IDS

摘要：

According to immune principle, this paper designs an immune algorithm applied to intrusion detection system. The algorithm mainly includes negative selection algorithm, clonal selection algorithm and r-bit consecutive matching algorithm. In order to reduce the number of inevitable black hole, this paper used r-bit variable matching algorithm, and used a method of fast training data set to shorten the training time of data, The experimental results showed that the algorithm is an effective immune algorithm.

关键词： immune algorithm negative selection clonal selection r-bit consecutive match

作者: Yao Xing Lu Jiaxing Guo Fan Yu Min

作者单位: Department of Information and Engineering, JiangXi Normal University, Nanchang City 330022 China

会议类型: 国际会议

会议名称: 2010 International Conference on Information Technology and Industrial Engineering(2010年信息技术与工业工程国际学术会议 ITIE 2010)

会议地点: 武汉

会议语种:英文

页码: 1054-1059

在线出版日期: 2010-06-06（万方平台首次上网日期，不代表论文的发表时间）