DocumentCode
3096623
Title
Method of risk evaluation of information security based on neural networks
Author
Zhao, Dong-mei ; Liu, Jin-xing ; Zhang, Ze-hong
Author_Institution
Sch. of Inf. Technol., Hebei Normal Univ., Shijiazhuang, China
Volume
2
fYear
2009
fDate
12-15 July 2009
Firstpage
1127
Lastpage
1132
Abstract
Risk assessment of information security is an important assessment method and decision mechanism in the process of making information security system. The risk evaluation is a process of computing risk value by means of risk assessment, which is from assessment and evaluation of assets, threats, and vulnerabilities to the risk evaluation of information asset. Focused on the uncertainty and complexity of information, we integrate the artificial neural network to apply them in studying risk evaluation. Firstly, since the artificial neural network is suited for the quantity data processing, and poor to the qualitative analyze, and risk is uncertain, the risk factors are quantized by fuzzy evaluation method proposed in this dissertation so that the input of ANN are pre-treated. Secondly, wavelet analysis and the neural network is integrated, we apply them in studying risk evaluation. The shortcomings of the neural network can be overcome, such as a slower study velocity and lower fit accuracy. The simulation results show that risk level of the information system can be evaluated quantitatively by trained neural network, and the shortcomings of current evaluating methods can be overcome, such as more subjectivity and fuzzy conclusion.
Keywords
fuzzy set theory; learning (artificial intelligence); neural nets; risk management; security of data; wavelet transforms; artificial neural network training; decision mechanism; fuzzy evaluation method; information security system; quantity data processing; risk assessment; risk evaluation; wavelet analysis; Artificial neural networks; Data processing; Fuzzy neural networks; Information security; Information systems; Neural networks; Risk analysis; Risk management; Uncertainty; Wavelet analysis; Fuzzy-ANN; Information security; Risk evaluation; Wavelet neural network(WNN);
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location
Baoding
Print_ISBN
978-1-4244-3702-3
Electronic_ISBN
978-1-4244-3703-0
Type
conf
DOI
10.1109/ICMLC.2009.5212464
Filename
5212464
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