Title :
Network Intrusion Rules Extraction Based on Rough Set and Niche Genetic Algorithm
Author :
Changqiong, Shi ; Dawei, Wang ; Hui, Huang ; Dafang Zhang
Author_Institution :
Coll. of Comput. & Commun., Hunan Univ., Changsha
Abstract :
A method of network intrusion rules extraction based on rough set and niche genetic algorithm is proposed in this paper. This method deals with original data by rough sets for acquiring decisive rules and those can be chosen for the initial group of niche genetic algorithm aimed at acquiring wider coverage range and higher reliability rules by revolution.
Keywords :
genetic algorithms; rough set theory; security of data; network intrusion rules extraction; niche genetic algorithm; reliability rules; rough set; Biological cells; Blindness; Computer networks; Data mining; Decision making; Educational institutions; Genetic algorithms; Intrusion detection; Rough sets; Set theory; Network Intrusion; Niche; Rough sets; Rules Extraction;
Conference_Titel :
Electronic Commerce and Security, 2008 International Symposium on
Conference_Location :
Guangzhou City
Print_ISBN :
978-0-7695-3258-5
DOI :
10.1109/ISECS.2008.172
