DocumentCode :
3314350
Title :
Improved SVM Algorithm and its Application in Media Information Security System
Author :
Shang, Wenqian ; Wang, Tong ; Dong, Hongbin
Author_Institution :
Sch. of Comput., Commun. Univ. of China, Beijing, China
Volume :
2
fYear :
2010
fDate :
28-31 May 2010
Firstpage :
405
Lastpage :
409
Abstract :
With the development of network, more and more broadcast television information transfers from simulation to digit, and increasingly transmits in the network. Therefore the media information security question is imminent, is a pending issue. This paper is from the perspective of intrusion detection to consider security issues. This paper adopts the technology of text classification, designing an improved SVM algorithm to identify intrusion information. The experiment results show that this method has high classification precision and efficiency.
Keywords :
Application software; Computer networks; Equations; Information security; Intrusion detection; Support vector machine classification; Support vector machines; TV broadcasting; Telecommunication traffic; Text categorization; SVM; information security; intrusion detection; text classification; text preprocessing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Science and Optimization (CSO), 2010 Third International Joint Conference on
Conference_Location :
Huangshan, Anhui, China
Print_ISBN :
978-1-4244-6812-6
Electronic_ISBN :
978-1-4244-6813-3
Type :
conf
DOI :
10.1109/CSO.2010.60
Filename :
5533107
Link To Document :
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