Secure data collection method of WSN based on mobile Sink
At present, WSN data collection method based on mobile Sink has some problems, such as low detection rate of network attack and large memory cost, which makes the network vulnerable to network attack and difficult to be applied in practice.To solve this problem, a secure data collection WSN method o...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2021-02-01
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| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2021013 |
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| _version_ | 1841529900097339392 |
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| author | Chunyu MIAO Yuan FAN Hui LI Kaiqiang GE Xiaomeng ZHANG |
| author_facet | Chunyu MIAO Yuan FAN Hui LI Kaiqiang GE Xiaomeng ZHANG |
| author_sort | Chunyu MIAO |
| collection | DOAJ |
| description | At present, WSN data collection method based on mobile Sink has some problems, such as low detection rate of network attack and large memory cost, which makes the network vulnerable to network attack and difficult to be applied in practice.To solve this problem, a secure data collection WSN method of WSN based on mobile Sink was proposed, which used convex hull algorithm of energy perception to identify data collection points, used elliptic encryption algorithm (ECC) to generate key for all nodes in the network, used ElGamal algorithm to realize node identity and message authentication, and used support vector machine (SVM) to identify network attack types.The simulation results show that the proposed secure data collection method has good performance in attack detection rate, memory overhead and packet delivery rate. |
| format | Article |
| id | doaj-art-990aa637c3a34a6b94599506a5d61351 |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2021-02-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-990aa637c3a34a6b94599506a5d613512025-01-15T03:14:43ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2021-02-01712112959563043Secure data collection method of WSN based on mobile SinkChunyu MIAOYuan FANHui LIKaiqiang GEXiaomeng ZHANGAt present, WSN data collection method based on mobile Sink has some problems, such as low detection rate of network attack and large memory cost, which makes the network vulnerable to network attack and difficult to be applied in practice.To solve this problem, a secure data collection WSN method of WSN based on mobile Sink was proposed, which used convex hull algorithm of energy perception to identify data collection points, used elliptic encryption algorithm (ECC) to generate key for all nodes in the network, used ElGamal algorithm to realize node identity and message authentication, and used support vector machine (SVM) to identify network attack types.The simulation results show that the proposed secure data collection method has good performance in attack detection rate, memory overhead and packet delivery rate.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2021013WSNmobile Sinkdata collectionElGamal algorithm |
| spellingShingle | Chunyu MIAO Yuan FAN Hui LI Kaiqiang GE Xiaomeng ZHANG Secure data collection method of WSN based on mobile Sink 网络与信息安全学报 WSN mobile Sink data collection ElGamal algorithm |
| title | Secure data collection method of WSN based on mobile Sink |
| title_full | Secure data collection method of WSN based on mobile Sink |
| title_fullStr | Secure data collection method of WSN based on mobile Sink |
| title_full_unstemmed | Secure data collection method of WSN based on mobile Sink |
| title_short | Secure data collection method of WSN based on mobile Sink |
| title_sort | secure data collection method of wsn based on mobile sink |
| topic | WSN mobile Sink data collection ElGamal algorithm |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2021013 |
| work_keys_str_mv | AT chunyumiao securedatacollectionmethodofwsnbasedonmobilesink AT yuanfan securedatacollectionmethodofwsnbasedonmobilesink AT huili securedatacollectionmethodofwsnbasedonmobilesink AT kaiqiangge securedatacollectionmethodofwsnbasedonmobilesink AT xiaomengzhang securedatacollectionmethodofwsnbasedonmobilesink |