Location-semantic-based location privacy protection for road network
Mobile users suffer location privacy leakage threat as enjoy location-based services (LBS).Therefore,it was important to provide effective policy for location privacy protection.Conventional protection approaches were mainly based on spatial cloaking,which leads to the anonymous effectiveness suffer...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2016-08-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016157/ |
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| _version_ | 1841539191085727744 |
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| author | Hui CHEN Xiao-lin QIN |
| author_facet | Hui CHEN Xiao-lin QIN |
| author_sort | Hui CHEN |
| collection | DOAJ |
| description | Mobile users suffer location privacy leakage threat as enjoy location-based services (LBS).Therefore,it was important to provide effective policy for location privacy protection.Conventional protection approaches were mainly based on spatial cloaking,which leads to the anonymous effectiveness suffer great reduction if the attacker obtains more background knowledge with respect to the cloaking region,especially semantic information of the location.To prevent sensitive location information leakage for the location semantics being analyzed,and consider the characteristic that most users move on road networks,a location-semantic-based location privacy protection method for road networks was pro-posed.The proposed method considers users' personalized privacy requirements well.The feasibility and effectiveness of the proposed method are verified through experiments for many scenarios. |
| format | Article |
| id | doaj-art-4ed6bbc730b241f1acb00913d32b24db |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2016-08-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-4ed6bbc730b241f1acb00913d32b24db2025-01-14T07:25:30ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2016-08-0137677659702715Location-semantic-based location privacy protection for road networkHui CHENXiao-lin QINMobile users suffer location privacy leakage threat as enjoy location-based services (LBS).Therefore,it was important to provide effective policy for location privacy protection.Conventional protection approaches were mainly based on spatial cloaking,which leads to the anonymous effectiveness suffer great reduction if the attacker obtains more background knowledge with respect to the cloaking region,especially semantic information of the location.To prevent sensitive location information leakage for the location semantics being analyzed,and consider the characteristic that most users move on road networks,a location-semantic-based location privacy protection method for road networks was pro-posed.The proposed method considers users' personalized privacy requirements well.The feasibility and effectiveness of the proposed method are verified through experiments for many scenarios.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016157/location semanticprivacy protectionroad networksensitivitypopularity |
| spellingShingle | Hui CHEN Xiao-lin QIN Location-semantic-based location privacy protection for road network Tongxin xuebao location semantic privacy protection road network sensitivity popularity |
| title | Location-semantic-based location privacy protection for road network |
| title_full | Location-semantic-based location privacy protection for road network |
| title_fullStr | Location-semantic-based location privacy protection for road network |
| title_full_unstemmed | Location-semantic-based location privacy protection for road network |
| title_short | Location-semantic-based location privacy protection for road network |
| title_sort | location semantic based location privacy protection for road network |
| topic | location semantic privacy protection road network sensitivity popularity |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016157/ |
| work_keys_str_mv | AT huichen locationsemanticbasedlocationprivacyprotectionforroadnetwork AT xiaolinqin locationsemanticbasedlocationprivacyprotectionforroadnetwork |