Safe and secure classification protocol in two-tiered sensor networks
A safe and security classification protocol named SSC was proposed for two-tiered sensor networks,which enable storage nodes to process classification correctly without knowing both the value of classifying rules and the data which will be classified.To protect privacy,an oblivious comparison techni...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2015-02-01
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| Series: | Tongxin xuebao |
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| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015034/ |
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| _version_ | 1841539684497358848 |
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| author | Rui LI Jin-guo LI Hao CHEN |
| author_facet | Rui LI Jin-guo LI Hao CHEN |
| author_sort | Rui LI |
| collection | DOAJ |
| description | A safe and security classification protocol named SSC was proposed for two-tiered sensor networks,which enable storage nodes to process classification correctly without knowing both the value of classifying rules and the data which will be classified.To protect privacy,an oblivious comparison technique was presented.MHash,which enable storage nodes to compare data items from sink and sensors without knowing their values.Based on MHash and prefix membership verification technique,classification target was achieved in protecting the privacy of both sensor collected data and sink issued classification rules.To verify the correctness of classification results,a crossed neighborhood technique was proposed which organize sensors and data items in one sensor in sequences,to allow the sink checking the correctness of sampling classification results.Analysis and experimental results validate the efficacy and efficiency of SSC protocol. |
| format | Article |
| id | doaj-art-c1c2b5e5058b4271839ec22ab2523f83 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2015-02-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-c1c2b5e5058b4271839ec22ab2523f832025-01-14T06:45:55ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2015-02-0136566759691545Safe and secure classification protocol in two-tiered sensor networksRui LIJin-guo LIHao CHENA safe and security classification protocol named SSC was proposed for two-tiered sensor networks,which enable storage nodes to process classification correctly without knowing both the value of classifying rules and the data which will be classified.To protect privacy,an oblivious comparison technique was presented.MHash,which enable storage nodes to compare data items from sink and sensors without knowing their values.Based on MHash and prefix membership verification technique,classification target was achieved in protecting the privacy of both sensor collected data and sink issued classification rules.To verify the correctness of classification results,a crossed neighborhood technique was proposed which organize sensors and data items in one sensor in sequences,to allow the sink checking the correctness of sampling classification results.Analysis and experimental results validate the efficacy and efficiency of SSC protocol.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015034/two-tiered sensor networkssecure classificationprivacy preservingintegrity verification |
| spellingShingle | Rui LI Jin-guo LI Hao CHEN Safe and secure classification protocol in two-tiered sensor networks Tongxin xuebao two-tiered sensor networks secure classification privacy preserving integrity verification |
| title | Safe and secure classification protocol in two-tiered sensor networks |
| title_full | Safe and secure classification protocol in two-tiered sensor networks |
| title_fullStr | Safe and secure classification protocol in two-tiered sensor networks |
| title_full_unstemmed | Safe and secure classification protocol in two-tiered sensor networks |
| title_short | Safe and secure classification protocol in two-tiered sensor networks |
| title_sort | safe and secure classification protocol in two tiered sensor networks |
| topic | two-tiered sensor networks secure classification privacy preserving integrity verification |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015034/ |
| work_keys_str_mv | AT ruili safeandsecureclassificationprotocolintwotieredsensornetworks AT jinguoli safeandsecureclassificationprotocolintwotieredsensornetworks AT haochen safeandsecureclassificationprotocolintwotieredsensornetworks |