Title :
Research on the evaluation of security risk for e-government information system
Author :
Liu, Ming-Sheng ; Sun, Shu-jin ; Yin, Xiao-hua
Author_Institution :
Handan Coll., Handan
Abstract :
This paper presents a risk assessment method which combines wavelet neural network (WNN) and entropy-grey correlation, creates a WNN model and has done simulation experiments by Matlab7.1. In addition, comparisons between WNN and other traditional estimation methods are made in terms of convergent speed, training precision and forecasting effect. The experiment results indicate that, with this method, subjective judgment in previous research is avoided effectively and the evaluation results are more scientific and reasonable. The study of the case shows that the method can be easily applied to the security risk assessment of e-government information system to produce objective results.
Keywords :
entropy; government data processing; grey systems; information systems; mathematics computing; neural nets; risk management; security of data; wavelet transforms; e-government information system; entropy-grey correlation; risk assessment; security risk; wavelet neural network; Cybernetics; Eigenvalues and eigenfunctions; Electronic government; Information security; Information systems; Machine learning; National security; Neural networks; Railway engineering; Risk management; E-Government Information System; Risk Assessment; Wavelet Neural Network(WNN); Weight;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620625