Wi-Fi security evaluation model based on BP neural network |
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Authors: | Hai-yan KANG Han YAN Hao-ran HUANG Xuan SUN |
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Affiliation: | 1. Department of Information Security,Beijing Information Science and Technology University,Beijing 100192,China;2. Beijing Founder Electronics Co.Ltd.,Beijing 100085,China |
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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. |
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Keywords: | Wi-Fi intelligent protection shield Android Wi-Fi security evaluation |
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