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author:

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

Indexed by:

EI SCIE

Abstract:

With the advancement of mobile Internet, cloud computing, and smart sensing devices, location-based services (LBSs) have become more and more indispensable in the Internet-of-Things (IoT)-based smart cities. Especially, spatial keyword queries have been widely deployed in real-life applications in recent years. Recently, several privacy-preserving spatial keyword queries schemes were proposed to guarantee data security and query privacy on outsourced data. However, these schemes support neither dynamic update nor diverse query types, which cannot meet the requirements in practical applications. This article proposes two secure dynamic spatial keyword queries (SDSKQs) constructions that support expressive query types and dynamic update. First, we present a basic SDSKQ construction based on hidden-vector encryption and order-revealing encryption. Specifically, we propose a secure hybrid index structure for spatio-textual data, named encrypted textual signature quadtree (ETSQ-tree). Using ETSQ-tree, the server can prune the index tree according to search queries to reduce the search space. Besides, the ETSQ-tree can be updated dynamically. To resist the file-injection attack, which aims to infer query information according to newly inserted objects, we further improve the basic SDSKQ to achieve forward security. We implement our two constructions and evaluate them using real-world data sets. The experimental results show that they are efficient and feasible in practical applications, and the comparative evaluation confirms that the performance of our constructions outperforms that of the state-of-the-art schemes.

Keyword:

Cryptography Dynamic update forward security Internet of Things outsourced data Search problems Security Servers Smart cities Spatial databases spatial keyword queries

Community:

  • [ 1 ] [Wang, Xiangyu]Xidian Univ, Sch Cyber Engn, Xian 710071, Peoples R China
  • [ 2 ] [Ma, Jianfeng]Xidian Univ, Sch Cyber Engn, Xian 710071, Peoples R China
  • [ 3 ] [Miao, Yinbin]Xidian Univ, Sch Cyber Engn, Xian 710071, Peoples R China
  • [ 4 ] [Zhu, Dan]Xidian Univ, Sch Cyber Engn, Xian 710071, Peoples R China
  • [ 5 ] [Wang, Xiangyu]Xidian Univ, Shaanxi Key Lab Network & Syst Secur, Xian 710071, Peoples R China
  • [ 6 ] [Ma, Jianfeng]Xidian Univ, Shaanxi Key Lab Network & Syst Secur, Xian 710071, Peoples R China
  • [ 7 ] [Miao, Yinbin]Guilin Univ Elect Technol, Guangxi Key Lab Trusted Software, Guilin 541004, Peoples R China
  • [ 8 ] [Miao, Yinbin]City Univ Hong Kong, Dept Comp Sci, Hong Kong, Peoples R China
  • [ 9 ] [Liu, Ximeng]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Fujian, Peoples R China
  • [ 10 ] [Deng, Robert H.]Singapore Management Univ, Sch Informat Syst, Singapore 188065, Singapore

Reprint 's Address:

  • [Ma, Jianfeng]Xidian Univ, Sch Cyber Engn, Xian 710071, Peoples R China;;[Ma, Jianfeng]Xidian Univ, Shaanxi Key Lab Network & Syst Secur, Xian 710071, Peoples R China

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Source :

IEEE INTERNET OF THINGS JOURNAL

ISSN: 2327-4662

Year: 2021

Issue: 24

Volume: 8

Page: 17639-17654

1 0 . 2 3 8

JCR@2021

8 . 2 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:106

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 4

SCOPUS Cited Count: 12

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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