Title :
Based on Mobile Internet Application Security Sensitive CS-SVM Technology Research
Author :
Bing Han ; Liang Liu
Author_Institution :
Inst. of Comput. Applic., North China Univ. of Technol., Beijing, China
Abstract :
The security issue can´t be ignored in the applications of Mobile Internet. the present mechanism is very difficult to secure the complex and sensitive data information in the applications of Mobile Internet. Using the method of support vector machine to build the multi-classifier, with the consideration of the cost of classification, different sensitivity is given to different types of sensitive data by classification. Then, adopting appropriate protective measures based on the sensitivity levels to protect the data information in the application of Mobile Internet.
Keywords :
Internet; mobile computing; pattern classification; security of data; support vector machines; CS-SVM technology research; classification cost; cost sensitive support vector machine; data information protection; mobile Internet application security sensitive; multiclassifier; sensitive data; sensitivity levels; Business; Classification algorithms; Internet; Mobile communication; Mobile computing; Security; Support vector machines; Mobile Internet; SVM; cost-sensitive; data security; multiple classifications;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2012 Fifth International Symposium on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-2646-9
DOI :
10.1109/ISCID.2012.192
