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
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;
Conference_Titel :
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location :
Hangzhou, China
Print_ISBN :
978-1-4244-7616-9
DOI :
10.1109/ICISE.2010.5689551
