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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] | Choo, Kim-Kwang Raymond (Choo, Kim-Kwang Raymond.) [6]

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EI

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 (kNN) 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. © 1967-2012 IEEE.

Keyword:

Decision trees Efficiency Location based services Search engines Semantics Semantic Web Statistics Telecommunication services Trees (mathematics) Vehicular ad hoc networks

Community:

  • [ 1 ] [Li, Jiayi]School of Cyber Engineering, Xidian University, Xi'an; 710071, China
  • [ 2 ] [Li, Jiayi]Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin; 541004, China
  • [ 3 ] [Ma, Jianfeng]School of Cyber Engineering, Xidian University, Xi'an; 710071, China
  • [ 4 ] [Miao, Yinbin]School of Cyber Engineering, Xidian University, Xi'an; 710071, China
  • [ 5 ] [Miao, Yinbin]Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin; 541004, China
  • [ 6 ] [Miao, Yinbin]Department ofComputer Science, City University of HongKong, HongKong, Hong Kong
  • [ 7 ] [Yang, Fan]School of Cyber Engineering, Xidian University, Xi'an; 710071, China
  • [ 8 ] [Liu, Ximeng]Key Laboratory of Information Security of Network Systems, College of Mathematics and Computer Science, Fuzhou University, Fuzhou; 350108, China
  • [ 9 ] [Liu, Ximeng]Cyberspace Security Research Center, Peng Cheng Laboratory, Shenzhen; 518000, China
  • [ 10 ] [Choo, Kim-Kwang Raymond]Department of Information Systems and Cyber Security, University of Texas at San Antonio, San Antonio; TX; 78249, United States

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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 HC Threshold:105

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 8

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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