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
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