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
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;
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
DOI :
10.1109/WCINS.2010.5541848