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author:

Li, Jiayi (Li, Jiayi.) [1] | Ma, Jianfeng (Ma, Jianfeng.) [2] | Miao, Yinbin (Miao, Yinbin.) [3] | Yang, Fan (Yang, Fan.) [4] | Liu, Ximeng (Liu, Ximeng.) [5] (Scholars:刘西蒙) | Choo, Kim-Kwang Raymond (Choo, Kim-Kwang Raymond.) [6]

Indexed by:

EI SCIE

Abstract:

Vehicular Ad hoc Networks (VANETs) play an increasingly important role in a number of applications, particularly those associated with location-based services (e.g., spatial keyword searches - SKS). However, there is a need to strike a balance between privacy guarantee and search efficiency, and existing SKS solutions cannot be directly implemented in VANETs. In addition, existing schemes may also lack support for semantic-awareness in the dynamic setting. To address these limitations, we propose a Secure Semantic-aware Spatial Keyword Search scheme that supports Dynamic update (3SKSD). Specifically, we leverage the Latent Dirichlet Allocation (LDA) topic model and secure k Nearest Neighbor (k) method to help us achieve both efficiency and security. We also construct an encrypted R-tree structure to facilitate SKS and dynamic update. Moreover, we propose an advanced scheme with forward security on the basis of 3SKSD, with the aim of minimizing privacy leakage due to dynamic updates. Our formal security analysis verifies the validity and security of 3SKSD, and findings from the experimental evaluation demonstrate its high search accuracy and efficiency.

Keyword:

dynamic update forward security semantic-aware spatial keyword search (SKS) Vehicular Ad hoc Networks (VANETs)

Community:

  • [ 1 ] [Li, Jiayi]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 ] [Yang, Fan]Xidian Univ, Sch Cyber Engn, Xian 710071, Peoples R China
  • [ 5 ] [Li, Jiayi]Guilin Univ Elect Technol, Guangxi Key Lab Trusted Software, Guilin 541004, Peoples R China
  • [ 6 ] [Miao, Yinbin]Guilin Univ Elect Technol, Guangxi Key Lab Trusted Software, Guilin 541004, Peoples R China
  • [ 7 ] [Miao, Yinbin]City Univ Hong Kong, Dept Comp Sci, Hong Kong, Peoples R China
  • [ 8 ] [Liu, Ximeng]Fuzhou Univ, Coll Math & Comp Sci, Key Lab Informat Secur Network Syst, Fuzhou 350108, Peoples R China
  • [ 9 ] [Liu, Ximeng]Cyberspace Secur Res Ctr, Peng Cheng Lab, Shenzhen 518000, Peoples R China
  • [ 10 ] [Choo, Kim-Kwang Raymond]Univ Texas San Antonio, Dept Informat Syst & Cyber Secur, San Antonio, TX 78249 USA

Reprint 's Address:

  • [Miao, Yinbin]Xidian Univ, Sch Cyber Engn, Xian 710071, Peoples R China;;[Miao, Yinbin]Guilin Univ Elect Technol, Guangxi Key Lab Trusted Software, Guilin 541004, Peoples R China;;[Miao, Yinbin]City Univ Hong Kong, Dept Comp Sci, Hong Kong, Peoples R China

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Source :

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

ISSN: 0018-9545

Year: 2021

Issue: 9

Volume: 70

Page: 8912-8925

6 . 2 3 9

JCR@2021

6 . 1 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:105

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 8

SCOPUS Cited Count: 10

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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