Survey on the privacy-preserving content based image retrieval
With the widespread popularity of smart devices and social media,the number of image data is exponentially increasing.The data owners tend to outsource the local data to the cloud servers,where data is stored,shared and retrieved.However,the content of users’ image data contains a lot of sensitive i...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2019-08-01
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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.2019035 |
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| _version_ | 1841530093868941312 |
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| author | Ying WU Xuan LI Biao JIN Rongrong JIN |
| author_facet | Ying WU Xuan LI Biao JIN Rongrong JIN |
| author_sort | Ying WU |
| collection | DOAJ |
| description | With the widespread popularity of smart devices and social media,the number of image data is exponentially increasing.The data owners tend to outsource the local data to the cloud servers,where data is stored,shared and retrieved.However,the content of users’ image data contains a lot of sensitive information,which may be exposed to the attackers and the incomplete trusted cloud servers,resulting in a serious risk of privacy leakage to users.The research progress of the content-based image retrieval technology under the privacy-preserving in recent years were reviewed,and the key image cryptographic technology were summarized,including homomorphic encryption,randomized encryption and comparative encryption.Around these techniques,the typical solutions are analyzed and compared in detail,and the improvement strategies of index construction are introduced.Finally,the future research directions are discussed. |
| format | Article |
| id | doaj-art-e1134b84430c4dd883faeeb52e413d58 |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2019-08-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-e1134b84430c4dd883faeeb52e413d582025-01-15T03:13:34ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2019-08-015142859556281Survey on the privacy-preserving content based image retrievalYing WUXuan LIBiao JINRongrong JINWith the widespread popularity of smart devices and social media,the number of image data is exponentially increasing.The data owners tend to outsource the local data to the cloud servers,where data is stored,shared and retrieved.However,the content of users’ image data contains a lot of sensitive information,which may be exposed to the attackers and the incomplete trusted cloud servers,resulting in a serious risk of privacy leakage to users.The research progress of the content-based image retrieval technology under the privacy-preserving in recent years were reviewed,and the key image cryptographic technology were summarized,including homomorphic encryption,randomized encryption and comparative encryption.Around these techniques,the typical solutions are analyzed and compared in detail,and the improvement strategies of index construction are introduced.Finally,the future research directions are discussed.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2019035privacy-preservingcontent-based image retrievalsymmetric searchable encryptioncloud computing security |
| spellingShingle | Ying WU Xuan LI Biao JIN Rongrong JIN Survey on the privacy-preserving content based image retrieval 网络与信息安全学报 privacy-preserving content-based image retrieval symmetric searchable encryption cloud computing security |
| title | Survey on the privacy-preserving content based image retrieval |
| title_full | Survey on the privacy-preserving content based image retrieval |
| title_fullStr | Survey on the privacy-preserving content based image retrieval |
| title_full_unstemmed | Survey on the privacy-preserving content based image retrieval |
| title_short | Survey on the privacy-preserving content based image retrieval |
| title_sort | survey on the privacy preserving content based image retrieval |
| topic | privacy-preserving content-based image retrieval symmetric searchable encryption cloud computing security |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2019035 |
| work_keys_str_mv | AT yingwu surveyontheprivacypreservingcontentbasedimageretrieval AT xuanli surveyontheprivacypreservingcontentbasedimageretrieval AT biaojin surveyontheprivacypreservingcontentbasedimageretrieval AT rongrongjin surveyontheprivacypreservingcontentbasedimageretrieval |