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 sensi...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
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.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2019035 |
| _version_ | 1817997632152272896 |
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| author | WU Ying, JIN Biao, JIN Rongrong LI Xuan |
| author_facet | WU Ying, JIN Biao, JIN Rongrong LI Xuan |
| author_sort | WU Ying, JIN Biao, JIN Rongrong |
| 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. |
| first_indexed | 2024-04-14T02:41:14Z |
| format | Article |
| id | doaj.art-58eb98db840d47b4a44faaaaba33f9fe |
| institution | Directory Open Access Journal |
| issn | 2096-109X |
| language | English |
| last_indexed | 2024-04-14T02:41:14Z |
| 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-58eb98db840d47b4a44faaaaba33f9fe2022-12-22T02:17:03ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2019-08-0154142810.11959/j.issn.2096-109x.2019035Survey on the privacy-preserving content based image retrievalWU Ying, JIN Biao, JIN Rongrong0LI Xuan1College of Mathematics and Informatics, Fujian Normal University, Fujian 350100, ChinaCollege of Mathematics and Informatics, Fujian Normal University, Fujian 350100, China ; Fujian Provincial Key Lab of Network Security & Cryptology, Fujian 350100, China; Digital Fujian Big Data Security Technology Institute, Fujian 350100, ChinaWith 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.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2019035privacy-preservingcontent-based image retrievalsymmetric searchable encryptioncloud computing security |
| spellingShingle | WU Ying, JIN Biao, JIN Rongrong LI Xuan 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.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2019035 |
| work_keys_str_mv | AT wuyingjinbiaojinrongrong surveyontheprivacypreservingcontentbasedimageretrieval AT lixuan surveyontheprivacypreservingcontentbasedimageretrieval |