DYNAMICALLY VALIDATE NETWORK SECURITY BASED ON ADAPTIVE CONTROL THEORY

摘要：

　　Network suffers from various types of security threats which are dynamic,and traditional static methods are difficult to effectively validate network security.A network security validation model based on adaptive control theory (NSVMAC) is proposed to validate network security in dynamic network environment.The Markov decision process is adopted to model the adaptive control of NSVMAC model,which is solved based on reinforcement learning method,and the adaptive optimization algorithm based on Q-Learning is proposed.The adaptability of NSVMAC model is analyzed in experiments,and confirms the effectiveness of the proposed method.

关键词： network security validation model adaptive control dynamic optimization

作者: FangLan Wang Chunlei MiaoQing LiuLi

作者单位: National Key Laboratory of Science and Technology on Information System Security, Beijing 100101, China

会议类型: 国际会议

会议名称: 2013 International Conference on Information and Network Security(2013信息与网络安全国际会议)

会议地点: 北京

会议语种:英文

页码: 49-54

在线出版日期: 2013-11-22（万方平台首次上网日期，不代表论文的发表时间）