DocumentCode :
1935794
Title :
Security Metrics Models and Application with SVM in Information Security Management
Author :
Qu, Wei ; Zhang, De-Zheng
Author_Institution :
Univ. of Sci. & Technol. Beijing, Beijing
Volume :
6
fYear :
2007
fDate :
19-22 Aug. 2007
Firstpage :
3234
Lastpage :
3238
Abstract :
In order to understand the achieved information security level in a product, system or organization better, information security managers must be able to get input from security objects. The use of information security metrics in certain enterprise, and its relation to the literature is studied. The techniques used in the implementation and analysis of metrics, as well as their usefulness and future targets are studied. Three standard models were proposed to get the numerical value for security level. The results of the models used in a manufacture factory with 6000 fellows show that there is an effective assessment to security system and great assistance to improve controlling information risk.
Keywords :
information management; production engineering computing; security of data; support vector machines; SVM; information risk; information security management; information security managers; manufacture factory; security metrics models; Automatic control; Computer security; Conference management; Cybernetics; Information management; Information security; Machine learning; Production facilities; Support vector machines; Technology management; Measurement of security; Risk management; Security management processes; Security metrics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
Type :
conf
DOI :
10.1109/ICMLC.2007.4370705
Filename :
4370705
Link To Document :
بازگشت