DocumentCode
2105752
Title
The implementation of a intrusion detection system model based on particle swarm reduction
Author
Fu, Desheng ; Wang, Haibin
Author_Institution
College of Computer and Software, Nanjing University of Information Science & Technology, China, 210044
fYear
2010
fDate
4-6 Dec. 2010
Firstpage
2455
Lastpage
2458
Abstract
A intrusion detection system model based on particle swarm reduction was proposed in this paper. Though the experiment of this model, it turns out that the improved algorithm of quantum particle swarm can get the minimal reduction, improve particle convergence and make particles trapped into local minima more difficult. The algorithm is faster than GA and has a high rate of network intrusion detection.
Keywords
Convergence; Decision making; Heuristic algorithms; Intrusion detection; Particle swarm optimization; Reduced order systems; Rough sets; intrusion detection; particle swarm reduction; rough set;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location
Hangzhou, China
Print_ISBN
978-1-4244-7616-9
Type
conf
DOI
10.1109/ICISE.2010.5689551
Filename
5689551
Link To Document