DocumentCode
3437967
Title
Application of BP neural network in wireless network security evaluation
Author
Fu, Jianxin ; Huang, Lianfen ; Yao, Yan
Author_Institution
Dept. of Commun. Eng., Xiamen Univ., Xiamen, China
fYear
2010
fDate
25-27 June 2010
Firstpage
592
Lastpage
596
Abstract
As most assessment indices are subjective and uncertainly in wireless network security evaluation, this paper proposes a model that BP neural network is used in wireless network security assessment system. After building a neural network model, we could obtain the values of each evaluation index and the whole risk situation of the wireless network by inputting impact factors into neural network. At the same time, we also could know the training error of neural network under the help of MATLAB toolbox.
Keywords
Artificial neural networks; Bayesian methods; Communication system security; Data security; Electronic mail; MATLAB; Mathematical model; Neural networks; Risk management; Wireless networks; BP Neural Network; risk assessment; wireless network security evaluation;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications, Networking and Information Security (WCNIS), 2010 IEEE International Conference on
Conference_Location
Beijing, China
Print_ISBN
978-1-4244-5850-9
Type
conf
DOI
10.1109/WCINS.2010.5541848
Filename
5541848
Link To Document