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author:

Tong, Qiuyun (Tong, Qiuyun.) [1] | Li, Xinghua (Li, Xinghua.) [2] | Miao, Yinbin (Miao, Yinbin.) [3] | Liu, Ximeng (Liu, Ximeng.) [4] (Scholars:刘西蒙) | Weng, Jian (Weng, Jian.) [5] | Deng, Robert H. H. (Deng, Robert H. H..) [6]

Indexed by:

EI Scopus SCIE

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.

Keyword:

Access control Boolean range query Cryptography Encryption Indexes Keyword search mobile computing Mobile computing privacy-preserving Reflective binary codes temporal access control

Community:

  • [ 1 ] [Tong, Qiuyun]State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China
  • [ 2 ] [Miao, Yinbin]State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China
  • [ 3 ] [Tong, Qiuyun]Xidian Univ, Sch Cyber Engn, Xian 710071, Shaanxi, Peoples R China
  • [ 4 ] [Miao, Yinbin]Xidian Univ, Sch Cyber Engn, Xian 710071, Shaanxi, Peoples R China
  • [ 5 ] [Li, Xinghua]Xidian Univ, Sch Cyber Engn, State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China
  • [ 6 ] [Li, Xinghua]Minist Educ, Engn Res Ctr Big data Secur, Xian 710071, Shaanxi, Peoples R China
  • [ 7 ] [Miao, Yinbin]Key Lab Blockchain & Cyberspace Governance Zhejian, Hangzhou 310058, Zhejiang, Peoples R China
  • [ 8 ] [Liu, Ximeng]Fuzhou Univ, Sch Math & Comp Sci, Key Lab Informat Secur Network Syst, Fuzhou 350108, Fujian, Peoples R China
  • [ 9 ] [Weng, Jian]Jinan Univ, Coll Cyber Secur, Guangzhou 510632, Guangdong, Peoples R China
  • [ 10 ] [Weng, Jian]Guangdong Key Lab Data Secur & Privacy Preserving, Guangzhou 510632, Guangdong, Peoples R China
  • [ 11 ] [Deng, Robert H. H.]Singapore Management Univ, Sch Informat Syst, 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 Discipline: ENGINEERING;

ESI HC Threshold:35

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 13

SCOPUS Cited Count: 14

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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