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author:

Wang, Xiangyu (Wang, Xiangyu.) [1] | Ma, Jianfeng (Ma, Jianfeng.) [2] | Liu, Ximeng (Liu, Ximeng.) [3] | Deng, Robert H. (Deng, Robert H..) [4] | Miao, Yinbin (Miao, Yinbin.) [5] | Zhu, Dan (Zhu, Dan.) [6] | Ma, Zhuoran (Ma, Zhuoran.) [7]

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EI Scopus

Abstract:

With the increasing popularity of geo-positioning technologies and mobile Internet, spatial keyword data services have attracted growing interest from both the industrial and academic communities in recent years. Meanwhile, a massive amount of data is increasingly being outsourced to cloud in the encrypted form for enjoying the advantages of cloud computing while without compromising data privacy. Most existing works primarily focus on the privacy-preserving schemes for either spatial or keyword queries, and they cannot be directly applied to solve the spatial keyword query problem over encrypted data. In this paper, we study the challenging problem of Privacy-preserving Boolean Range Query (PBRQ) over encrypted spatial databases. In particular, we propose two novel PBRQ schemes. Firstly, we present a scheme with linear search complexity based on the space-filling curve code and Symmetric-key Hidden Vector Encryption (SHVE). Then, we use tree structures to achieve faster-than-linear search complexity. Thorough security analysis shows that data security and query privacy can be guaranteed during the query process. Experimental results using real-world datasets show that the proposed schemes are efficient and feasible for practical applications, which is at least ×70 faster than existing techniques in the literature. © 2020 IEEE.

Keyword:

Cryptography Data privacy Query processing Trees (mathematics) Vector spaces

Community:

  • [ 1 ] [Wang, Xiangyu]Xidian University, School of Cyber Engineering, China
  • [ 2 ] [Ma, Jianfeng]Fuzhou University, College of Mathematics and Computer Science, China
  • [ 3 ] [Liu, Ximeng]Xidian University, School of Cyber Engineering, China
  • [ 4 ] [Deng, Robert H.]Singapore Management University, School of Information Systems, Singapore
  • [ 5 ] [Miao, Yinbin]Xidian University, School of Cyber Engineering, China
  • [ 6 ] [Zhu, Dan]Xidian University, School of Cyber Engineering, China
  • [ 7 ] [Ma, Zhuoran]Xidian University, School of Cyber Engineering, China

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ISSN: 0743-166X

Year: 2020

Volume: 2020-July

Page: 2253-2262

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 70

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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