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author:

Wang, Xiangyu (Wang, Xiangyu.) [1] | Ma, Jianfeng (Ma, Jianfeng.) [2] | Liu, Ximeng (Liu, Ximeng.) [3] (Scholars:刘西蒙) | Miao, Yinbin (Miao, Yinbin.) [4] | Liu, Yang (Liu, Yang.) [5] | Deng, Robert H. (Deng, Robert H..) [6]

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EI Scopus SCIE

Abstract:

Spatial keyword queries are attractive techniques that have been widely deployed in real-life applications in recent years, such as social networks and location-based services. However, existing solutions neither support dynamic update nor satisfy the privacy requirements in real applications. In this article, we investigate the problem of Dynamic Searchable Symmetric Encryption (DSSE) for spatial keyword queries. First, we formulate the definition of DSSE for spatial keyword queries (namely, DSSESKQ) and extend the DSSE leakage functions to capture the leakages in DSSESKQ. Then, we present a practical DSSESKQ construction based on geometric prefix encoding inverted-index and encrypted bitmap. Rigorous security analysis proves that our construction can achieve not only forward/backward privacy but content privacy as well, which can resist the most existing leakage-abuse attacks. Evaluation results using real-world datasets demonstrate the efficiency and feasibility of our construction. Comparative analysis reveals that our construction outperforms state-of-the-art schemes in terms of privacy and performance, e.g., our construction is 175x faster than existing schemes with only 51% server storage cost.

Keyword:

content privacy dynamic searchable symmetric encryption forward/backward privacy location-based services Spatial keyword queries

Community:

  • [ 1 ] [Wang, Xiangyu]Xidian Univ, Shaanxi Key Lab Network & Syst Secur, Xian 710071, Peoples R China
  • [ 2 ] [Ma, Jianfeng]Xidian Univ, Shaanxi Key Lab Network & Syst Secur, Xian 710071, Peoples R China
  • [ 3 ] [Miao, Yinbin]Xidian Univ, Shaanxi Key Lab Network & Syst Secur, Xian 710071, Peoples R China
  • [ 4 ] [Liu, Yang]Xidian Univ, Shaanxi Key Lab Network & Syst Secur, Xian 710071, Peoples R China
  • [ 5 ] [Liu, Ximeng]Fuzhou Univ, Coll Comp & Data Sci, Fuzhou 350116, Peoples R China
  • [ 6 ] [Deng, Robert H.]Singapore Management Univ, Sch Informat Syst, Singapore 188065, Singapore

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Source :

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

ISSN: 1545-5971

Year: 2023

Issue: 4

Volume: 20

Page: 3358-3370

7 . 0

JCR@2023

7 . 0 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:32

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 12

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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