Privacy-preserving image processing in cloud computing
Enjoying the rapid growth of image data and cloud computing platforms, various image processing ap-plications have emerged and flourished in recent years. Meanwhile, the privacy concerns over the abuse of sensitive information contained in outsourced data also arise in public. In fact, once uploaded...
Saved in:
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
POSTS&TELECOM PRESS Co., LTD
2016-01-01
|
| 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.2016.00020 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841530439654703104 |
|---|---|
| author | Kui REN |
| author_facet | Kui REN |
| author_sort | Kui REN |
| collection | DOAJ |
| description | Enjoying the rapid growth of image data and cloud computing platforms, various image processing ap-plications have emerged and flourished in recent years. Meanwhile, the privacy concerns over the abuse of sensitive information contained in outsourced data also arise in public. In fact, once uploaded to the cloud, the security of us-ers’ private information purely depends on the reliability of the cloud service providers (CSP). To solve this problem, the security requirements and technical challenges lain in privacy-preserving image processing based on different cloud computing architectures were studied, and several solutions to protect the security of outsourced data while enabling functionality of image processing applications were proposed. Several state-of-the-art techniques for secure image processing were introduced and analyzed, including homomorphic encryption (HE) scheme, secure multiparty computation (SMC) protocol, and differential privacy (DP). |
| format | Article |
| id | doaj-art-43e6fa4a136b4cd79b78dcf16a9f64e8 |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2016-01-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-43e6fa4a136b4cd79b78dcf16a9f64e82025-01-15T03:04:16ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2016-01-012121759542805Privacy-preserving image processing in cloud computingKui RENEnjoying the rapid growth of image data and cloud computing platforms, various image processing ap-plications have emerged and flourished in recent years. Meanwhile, the privacy concerns over the abuse of sensitive information contained in outsourced data also arise in public. In fact, once uploaded to the cloud, the security of us-ers’ private information purely depends on the reliability of the cloud service providers (CSP). To solve this problem, the security requirements and technical challenges lain in privacy-preserving image processing based on different cloud computing architectures were studied, and several solutions to protect the security of outsourced data while enabling functionality of image processing applications were proposed. Several state-of-the-art techniques for secure image processing were introduced and analyzed, including homomorphic encryption (HE) scheme, secure multiparty computation (SMC) protocol, and differential privacy (DP).http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2016.00020cloud computingimage processsecuritycryptographyprivacy preservation |
| spellingShingle | Kui REN Privacy-preserving image processing in cloud computing 网络与信息安全学报 cloud computing image process security cryptography privacy preservation |
| title | Privacy-preserving image processing in cloud computing |
| title_full | Privacy-preserving image processing in cloud computing |
| title_fullStr | Privacy-preserving image processing in cloud computing |
| title_full_unstemmed | Privacy-preserving image processing in cloud computing |
| title_short | Privacy-preserving image processing in cloud computing |
| title_sort | privacy preserving image processing in cloud computing |
| topic | cloud computing image process security cryptography privacy preservation |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2016.00020 |
| work_keys_str_mv | AT kuiren privacypreservingimageprocessingincloudcomputing |