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author:

Wang, Yunwei (Wang, Yunwei.) [1] | Li, Xinghua (Li, Xinghua.) [2] | Miao, Yinbin (Miao, Yinbin.) [3] | Tong, Qiuyun (Tong, Qiuyun.) [4] | Liu, Ximeng (Liu, Ximeng.) [5] | Deng, Robert H. (Deng, Robert H..) [6]

Indexed by:

SCIE

Abstract:

As a fundamental service in mobile cloud computing, range query has attracted extensive attention. But the existing secure range query schemes not only leak data privacy but also have low query efficiency. To address those issues, we first design a novel range-matched code to convert the range query into code set matching, which aims to hide the order relationship of outsourced data as well as the index of most significant different bit. Based on the designed range-matched code, we propose a Practical and Less Leakage Range Query scheme over encrypted mobile cloud data (PLRQ) by integrating XOR filter and multiset hash function. Security analysis shows that PLRQ achieves semantic security and avoids data privacy leakage. Extensive experiments using real datasets demonstrate that, compared with two state-of-the-art solutions-RngMatch and LSRQ, our proposed PLRQ improves the query efficiency both by 2 orders of magnitude, and reduces the storage cost on Cloud Service Provider by about 79.5% and 73.6% respectively.

Keyword:

Cloud computing Codes data privacy Data privacy Encoding Encryption Hash functions Indexes less leakage Mobile cloud computing Mobile computing Protection query privacy range-matched code range query Sorting

Community:

  • [ 1 ] [Wang, Yunwei]Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China
  • [ 2 ] [Li, Xinghua]Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China
  • [ 3 ] [Miao, Yinbin]Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China
  • [ 4 ] [Wang, Yunwei]Xidian Univ, Sch Cyber Engn, Xian 710071, Peoples R China
  • [ 5 ] [Li, Xinghua]Xidian Univ, Sch Cyber Engn, Xian 710071, Peoples R China
  • [ 6 ] [Miao, Yinbin]Xidian Univ, Sch Cyber Engn, Xian 710071, Peoples R China
  • [ 7 ] [Tong, Qiuyun]Hefei Univ Technol, Sch Comp Sci & Informat Engn, Hefei 230002, Peoples R China
  • [ 8 ] [Li, Xinghua]Minist Educ, Engn Res Ctr Big data Secur, Xian 710071, 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:

  • [Li, Xinghua]Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China;;[Li, Xinghua]Xidian Univ, Sch Cyber Engn, Xian 710071, Peoples R China

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Source :

IEEE TRANSACTIONS ON MOBILE COMPUTING

ISSN: 1536-1233

Year: 2025

Issue: 5

Volume: 24

Page: 4183-4201

7 . 7 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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