DocumentCode
2179555
Title
Application of data mining on the design of intrusion detection system
Author
Zhen-yun, Chang ; Du Yan-fang
Author_Institution
Tianjin Tianshi Coll., Tianjin, China
fYear
2011
fDate
9-11 Sept. 2011
Firstpage
1890
Lastpage
1893
Abstract
In order to decrease the number of misclassification of attacks, the application of data mining technology on the intrusion detection was studied in depth. Firstly, the study background was introduced, and then the basic theory of intrusion detection system was analyzed, and then the basic theory of data mining technology was discussed and the mode of data mining was established, and the algorithm was designed, and finally the simulation analysis was carried out, and the results showed that this method had a good precious.
Keywords
data mining; security of data; attacks misclassification; data mining; intrusion detection system; Analytical models; Association rules; Clustering algorithms; Databases; Intrusion detection; Joints; data mining; intrusion detection system; simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics, Communications and Control (ICECC), 2011 International Conference on
Conference_Location
Zhejiang
Print_ISBN
978-1-4577-0320-1
Type
conf
DOI
10.1109/ICECC.2011.6066693
Filename
6066693
Link To Document