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