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author:

Wang, Xiangyu (Wang, Xiangyu.) [1] | Ma, Jianfeng (Ma, Jianfeng.) [2] | Liu, Ximeng (Liu, Ximeng.) [3] (Scholars:刘西蒙)

Indexed by:

CPCI-S EI

Abstract:

Recently, spatial keyword query services have been widely deployed in real-life applications, such as location-based services and social networking. Several privacy-preserving spatial keyword queries solutions were proposed to guarantee data security and query privacy on outsourced data. However, those solutions are either based on broken cryptographic tools or support a single query type, and hence cannot meet the security and functionality requirements in practical applications. In this paper, we propose a Secure Spatial Keyword Queries (SSKQ) construction supporting expressive query types. Specifically, we present a secure index structure for spatial-textual data based on the encrypted Quadtree and Bloom filter, which can prune the index tree dynamically and only reveal the files associated with a set of keywords. The security analysis and the experiments conducted on real-world datasets demonstrate the security and performance of our construction.

Keyword:

data security and query privacy outsourced data spatial keyword queries

Community:

  • [ 1 ] [Wang, Xiangyu]Xidian Univ, Xian, Peoples R China
  • [ 2 ] [Ma, Jianfeng]Xidian Univ, Xian, Peoples R China
  • [ 3 ] [Liu, Ximeng]Fuzhou Univ, Fuzhou, Peoples R China

Reprint 's Address:

  • [Wang, Xiangyu]Xidian Univ, Xian, Peoples R China

Email:

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Source :

2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021)

Year: 2021

Page: 2670-2674

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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