Consortium Blockchain-Based SIFT: Outsourcing Encrypted Feature Extraction in the D2D Network

doi:10.1109/ACCESS.2018.2869856

IR > 计算机与通信学院

	Consortium Blockchain-Based SIFT: Outsourcing Encrypted Feature Extraction in the D2D Network
	Feng, Xiaoqin 1,2; Ma, Jianfeng 1,2,3; Feng, Tao4 ; Miao, Yinbin 1,2,5; Liu, Ximeng 6,7
	2018
发表期刊	IEEE ACCESS
ISSN	2169-3536
卷号	6 页码:52248-52260
摘要	Privacy-preserving outsourcing algorithms for feature extraction not only reduce users' storage and computation overhead but also preserve the image privacy. However, the existing schemes still suffer from deficiencies induced by security, applications, efficiency and storage. To solve the problems, we implement a consortium chain-based outsourcing feature extraction scheme over encrypted images by using the smart contract, distributed autonomous corporation (DAC), sharding technique, and device to device (D2D) communication, which is secure, widely applied, highly efficient, and has less storage overhead. First, the effectiveness, security, and performance of our scheme are analyzed. Then, the efficiency and storage overhead of our scheme are presented by conducting experimental results.
关键词	Outsourcing feature extraction consortium chain smart contract DAC sharding technique D2D communication
DOI	10.1109/ACCESS.2018.2869856
收录类别	SCI ; SCIE
语种	英语
资助项目	Research on Secure Storage and Privacy Diagnosis Mechanism of Cloud Outsourcing Personal Health File[61702105]
WOS研究方向	Computer Science ; Engineering ; Telecommunications
WOS类目	Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS记录号	WOS:000447796600001
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
EI入藏号	20183805834661
EI主题词	Image processing
EI分类号	802.3 Chemical Operations - 912.2 Management - 913.1 Production Engineering
引用统计	被引频次：12[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/32952
专题	计算机与通信学院
通讯作者	Ma, Jianfeng
作者单位	1.Xidian Univ, Shaanxi Key Lab Network & Syst Secur, Xian 710071, Shaanxi, Peoples R China; 2.Xidian Univ, Sch Cyber Engn, Xian 710071, Shaanxi, Peoples R China; 3.Xidian Univ, Sch Comp, Xian 710071, Shaanxi, Peoples R China; 4.Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Gansu, Peoples R China; 5.Key Lab Opt Commun & Networks, Chongqing 4000565, Peoples R China; 6.Singapore Management Univ, Sch Informat Syst, Singapore 188065, Singapore; 7.Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Fujian, Peoples R China
推荐引用方式 GB/T 7714	Feng, Xiaoqin,Ma, Jianfeng,Feng, Tao,et al. Consortium Blockchain-Based SIFT: Outsourcing Encrypted Feature Extraction in the D2D Network[J]. IEEE ACCESS,2018,6:52248-52260.
APA	Feng, Xiaoqin,Ma, Jianfeng,Feng, Tao,Miao, Yinbin,&Liu, Ximeng.(2018).Consortium Blockchain-Based SIFT: Outsourcing Encrypted Feature Extraction in the D2D Network.IEEE ACCESS,6,52248-52260.
MLA	Feng, Xiaoqin,et al."Consortium Blockchain-Based SIFT: Outsourcing Encrypted Feature Extraction in the D2D Network".IEEE ACCESS 6(2018):52248-52260.

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