摘要
网络入侵检测已成为计算机界研究的热点问题之一。介绍了若干用于网络入侵检测的人工智能方法,着重介绍了基于Agent的入侵检测技术,并客观分析了这些方法的优点和不足,同时列举了一些基于人工智能方法的网络入侵检测系统。最后展望了目前的发展趋势。
The ability to detect intruders in computer systems increases in importance as computers were increasingly integrated into the systems that rely on for the correct functioning of society. A history of research in intrusion detection and several approaches based on AI technology in IDS especially some machine learning technology, and then agent-based intrusion detection systems were introduced. In the end, some possible research directions and challenges was presented in this field.
出处
《计算机应用研究》
CSCD
北大核心
2007年第5期144-149,共6页
Application Research of Computers
基金
国家自然科学基金资助项目(60503021)
江苏省自然科学基金资助项目(BK2005075)
关键词
入侵检测
机器学习
代理
网络安全
intrusion detection
machine learning
agent
network security
