作者
Steven A Hofmeyr, Stephanie Forrest
发表日期
2000/12
期刊
Evolutionary computation
卷号
8
期号
4
页码范围
443-473
出版商
MIT Press
简介
An artificial immune system (ARTIS) is described which incorporates many properties of natural immune systems, including diversity, distributed computation, error tolerance, dynamic learning and adaptation, and self-monitoring. ARTIS is a general framework for a distributed adaptive system and could, in principle, be applied to many domains. In this paper, ARTIS is applied to computer security in the form of a network intrusion detection system called LISYS. LISYS is described and shown to be effective at detecting intrusions, while maintaining low false positive rates. Finally, similarities and differences between ARTIS and Holland's classifier systems are discussed.
引用总数
学术搜索中的文章
SA Hofmeyr, S Forrest - Evolutionary computation, 2000
SA Hofmeyr, S Forrest - Proceedings of the 1st Annual Conference on Genetic …, 1999
SA Hofmeyr, S Forrest - Evolutionary Computation, 1999
S Forrest, SA Hofmeyr - Festschrift held in honor of John Holland, 1999
S Hofmeyr, S Forrest - Evolutionary Computation, 1999