Location publishing technology based on differential privacy-preserving for big data services
Aiming at dealing with prospect knowledge and complex combinatorial attack,a new location big data publishing mechanism under differential privacy technology was given.And innovative usability evaluation feedback mechanism was designed.It gave corresponding solution details for the sensitive attribu...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2016-09-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016176/ |
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| _version_ | 1841539587435921408 |
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| author | Lin ZHANG Yan LIU Ru-chuan WANG |
| author_facet | Lin ZHANG Yan LIU Ru-chuan WANG |
| author_sort | Lin ZHANG |
| collection | DOAJ |
| description | Aiming at dealing with prospect knowledge and complex combinatorial attack,a new location big data publishing mechanism under differential privacy technology was given.And innovative usability evaluation feedback mechanism was designed.It gave corresponding solution details for the sensitive attributes and the identity recognition to analyze the quality of service,aimed at privacy protecting for location based big data under situations like combination of location information and non-location information and attacker’s arbitrary background knowledge.Simulation results based on different spatial indexing technology proved that the new publishing model has a higher accuracy under specified privacy conditions for the location query service. |
| format | Article |
| id | doaj-art-7bcee6dbac4d4f6db0082e2a6b585ba9 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2016-09-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-7bcee6dbac4d4f6db0082e2a6b585ba92025-01-14T06:55:53ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2016-09-0137465459703197Location publishing technology based on differential privacy-preserving for big data servicesLin ZHANGYan LIURu-chuan WANGAiming at dealing with prospect knowledge and complex combinatorial attack,a new location big data publishing mechanism under differential privacy technology was given.And innovative usability evaluation feedback mechanism was designed.It gave corresponding solution details for the sensitive attributes and the identity recognition to analyze the quality of service,aimed at privacy protecting for location based big data under situations like combination of location information and non-location information and attacker’s arbitrary background knowledge.Simulation results based on different spatial indexing technology proved that the new publishing model has a higher accuracy under specified privacy conditions for the location query service.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016176/location servicebig datadifferential privacydata publishingprivacy-preserving |
| spellingShingle | Lin ZHANG Yan LIU Ru-chuan WANG Location publishing technology based on differential privacy-preserving for big data services Tongxin xuebao location service big data differential privacy data publishing privacy-preserving |
| title | Location publishing technology based on differential privacy-preserving for big data services |
| title_full | Location publishing technology based on differential privacy-preserving for big data services |
| title_fullStr | Location publishing technology based on differential privacy-preserving for big data services |
| title_full_unstemmed | Location publishing technology based on differential privacy-preserving for big data services |
| title_short | Location publishing technology based on differential privacy-preserving for big data services |
| title_sort | location publishing technology based on differential privacy preserving for big data services |
| topic | location service big data differential privacy data publishing privacy-preserving |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016176/ |
| work_keys_str_mv | AT linzhang locationpublishingtechnologybasedondifferentialprivacypreservingforbigdataservices AT yanliu locationpublishingtechnologybasedondifferentialprivacypreservingforbigdataservices AT ruchuanwang locationpublishingtechnologybasedondifferentialprivacypreservingforbigdataservices |