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author:

Tong, Q. (Tong, Q..) [1] | Li, X. (Li, X..) [2] | Miao, Y. (Miao, Y..) [3] | Liu, X. (Liu, X..) [4] | Weng, J. (Weng, J..) [5] | Deng, R.H. (Deng, R.H..) [6]

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Scopus

Abstract:

With increasingly popular GPS-equipped mobile devices (e.g., smartphones, tablets, laptops), massive spatio-textual data has been outsourced to cloud servers for storage and analysis such as spatial keyword search. However, existing privacy-preserving spatial keyword query schemes only support coarse-grained non-temporal access control in single user sharing scenario, which does not scale well in time-related scenes such as message valid period. To solve the above issues, we propose Privacy-preserving Boolean Range Query with Temporal access control in mobile computing (PBRQ-T). Specifically, we first achieve PBRQ with linear search complexity using the adapted Gray code, Bloom filter, and Katz-Sahai-Waters encryption. Then, we provide fine-grained and temporal access control in PBRQ based on the forward/backward derivation function and attribute-based encryption, where PBRQ is executed only when the spatio-textual data is accessible. Finally, an enhanced PBRQ-T (i.e., PBRQ-T+) with faster-than-linear search complexity is proposed by constructing a Quadtree index structure. Our formal security analysis shows that data privacy and index privacy can be guaranteed during the query process. Our extensive experiments using a real-world dataset demonstrate the efficiency and feasibility of our schemes.  © 1989-2012 IEEE.

Keyword:

Boolean range query mobile computing privacy-preserving temporal access control

Community:

  • [ 1 ] [Tong Q.]State Key Laboratory of Integrated Services Networks, Xi'an, Shaanxi, 710071, China
  • [ 2 ] [Tong Q.]Xidian University, School of Cyber Engineering, Xi'an, Shaanxi, 710071, China
  • [ 3 ] [Li X.]Xidian University, School of Cyber Engineering, State Key Laboratory of Integrated Service Networks, Xi'an, Shaanxi, 710071, China
  • [ 4 ] [Li X.]Ministry of Education, Engineering Research Center of Big Data Security, Xi'an, Shaanxi, 710071, China
  • [ 5 ] [Miao Y.]Xidian University, School of Cyber Engineering, Xi'an, Shaanxi, 710071, China
  • [ 6 ] [Miao Y.]Key Laboratory of Blockchain and Cyberspace Governance of Zhejiang Province, Zhejiang, Hangzhou, 310058, China
  • [ 7 ] [Liu X.]Fuzhou University, Key Laboratory of Information Security of Network Systems, School of Mathematics and Computer Science, Fuzhou, Fujian, 350108, China
  • [ 8 ] [Weng J.]Jinan University, College of Cyber Security, Guangdong, Guangzhou, 510632, China
  • [ 9 ] [Weng J.]Guangdong Key Laboratory of Data Security and Privacy Preserving, Guangdong, Guangzhou, 510632, China
  • [ 10 ] [Deng R.H.]Singapore Management University, School of Information Systems, Singapore, 178902, Singapore

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Source :

IEEE Transactions on Knowledge and Data Engineering

ISSN: 1041-4347

Year: 2023

Issue: 5

Volume: 35

Page: 5159-5172

8 . 9

JCR@2023

8 . 9 0 0

JCR@2023

ESI HC Threshold:35

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 13

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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