TIIS (한국인터넷정보학회)
Current Result Document :
| 한글제목(Korean Title) |
A Privacy-preserving Image Retrieval Scheme in Edge Computing Environment |
| 영문제목(English Title) |
A Privacy-preserving Image Retrieval Scheme in Edge Computing Environment |
| 저자(Author) |
Yiran Zhang
Huizheng Geng
Yanyan Xu
Li Su
Fei
|
| 원문수록처(Citation) |
VOL 17 NO. 02 PP. 0450 ~ 0470 (2023. 02) |
한글내용
(Korean Abstract) |
|
영문내용
(English Abstract) |
Traditional cloud computing faces some challenges such as huge energy consumption, network delay and single point of failure. Edge computing is a typical distributed processing platform which includes multiple edge servers closer to the users, thus is more robust and can provide real-time computing services. Although outsourcing data to edge servers can bring great convenience, it also brings serious security threats. In order to provide image retrieval while ensuring users’ data privacy, a privacy preserving image retrieval scheme in edge environment is proposed. Considering the distributed characteristics of edge computing environment and the requirement for lightweight computing, we present a privacy-preserving image retrieval scheme in edge computing environment, which two or more “honest but curious” servers retrieve the image quickly and accurately without divulging the image content. Compared with other traditional schemes, the scheme consumes less computing resources and has higher computing efficiency, which is more suitable for resource-constrained edge computing environment. Experimental results show the algorithm has high security, retrieval accuracy and efficiency. |
| 키워드(Keyword) |
Image retrieval
Privacy-preserving
Secret sharing
Edge computing
|
| 파일첨부 |
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