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Wi-Fi security evaluation model based on BP neural network
Authors:Hai-yan KANG  Han YAN  Hao-ran HUANG  Xuan SUN
Affiliation:1. Department of Information Security,Beijing Information Science and Technology University,Beijing 100192,China;2. Beijing Founder Electronics Co.Ltd.,Beijing 100085,China
Abstract:A Wi-Fi security evaluation model was proposed based on BP neural network.Firstly a large number of Wi-Fi hotspots was analyzed,safety information sources about wireless hotspots were selected.Secondly,a model of BP neural network was constructed,the weights were adjusted,and the evaluation system for Wi-Fi safety was formed,which was higher credibility.Finally,on the Android flatform the application based on above theory was designed.A lot of experi-ments show the model is able to scan and evaluate the wireless hotspot around user.It can also provide the disconnect function on unsafe wireless hotspot.
Keywords:Wi-Fi  intelligent protection shield  Android  Wi-Fi security evaluation  
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