Wi-Fi security evaluation model based on BP neural network
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 f...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2016-10-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016247/ |
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| _version_ | 1841539473679056896 |
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| author | Hai-yan KANG Han YAN Hao-ran HUANG Xuan1 SUN |
| author_facet | Hai-yan KANG Han YAN Hao-ran HUANG Xuan1 SUN |
| author_sort | Hai-yan KANG |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-02babd88bc244061af32d1cf04e6c2f9 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2016-10-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-02babd88bc244061af32d1cf04e6c2f92025-01-14T07:11:07ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2016-10-0137505659705793Wi-Fi security evaluation model based on BP neural networkHai-yan KANGHan YANHao-ran HUANGXuan1 SUNA 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.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016247/Wi-Fiintelligent protection shieldAndroidWi-Fi security evaluation |
| spellingShingle | Hai-yan KANG Han YAN Hao-ran HUANG Xuan1 SUN Wi-Fi security evaluation model based on BP neural network Tongxin xuebao Wi-Fi intelligent protection shield Android Wi-Fi security evaluation |
| title | Wi-Fi security evaluation model based on BP neural network |
| title_full | Wi-Fi security evaluation model based on BP neural network |
| title_fullStr | Wi-Fi security evaluation model based on BP neural network |
| title_full_unstemmed | Wi-Fi security evaluation model based on BP neural network |
| title_short | Wi-Fi security evaluation model based on BP neural network |
| title_sort | wi fi security evaluation model based on bp neural network |
| topic | Wi-Fi intelligent protection shield Android Wi-Fi security evaluation |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016247/ |
| work_keys_str_mv | AT haiyankang wifisecurityevaluationmodelbasedonbpneuralnetwork AT hanyan wifisecurityevaluationmodelbasedonbpneuralnetwork AT haoranhuang wifisecurityevaluationmodelbasedonbpneuralnetwork AT xuan1sun wifisecurityevaluationmodelbasedonbpneuralnetwork |