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author:

Zhao, Bowen (Zhao, Bowen.) [1] | Tang, Shaohua (Tang, Shaohua.) [2] | Liu, Ximeng (Liu, Ximeng.) [3] | Zhang, Xinglin (Zhang, Xinglin.) [4] | Chen, Wei-Neng (Chen, Wei-Neng.) [5]

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Abstract:

The minimum travel distance of task participants is one of the significant optimization objectives of privacy-preserving task assignment in mobile crowdsensing (MCS). However, when the travel distance is minimized, most of the previous schemes only focus on the task participant privacy and disregard the task requester privacy. Moreover, existing solutions usually only support the constraint of a single type, such as equality constraints or range constraints. In this paper, we propose a bilateral privacy-preserving Task Assignment mechanism for MCS (iTAM), which protects not only the task participants privacy but also the task requesters privacy and can minimize the travel distance. Furthermore, iTAM provides both equality and range constraints of task assignment by utilizing the Paillier cryptosystem. To accommodate the multiple relations between the task participants and the task, we propose the single/multiple task participants selection problems for a task requiring task participants to compete and cooperate. Experimental evaluations over synthetic and real-world data illustrate that iTAM is feasible and effective. Compared with the state-of-the-art, iTAM positively solves the optimal problem of travel distance. The complexities of iTAM are $\mathcal {O}(n)$O(n) and $\mathcal {O}(n\log n)$O(nlogn) for a single and multiple task participants selection problems, respectively. © 2002-2012 IEEE.

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  • [ 1 ] [Zhao, Bowen]School of Computer Science and Engineering, South China University of Technology, Guangdong, Guangzhou, China
  • [ 2 ] [Tang, Shaohua]School of Computer Science and Engineering, South China University of Technology, Guangdong, Guangzhou, China
  • [ 3 ] [Tang, Shaohua]Peng Cheng Laboratory, Guangdong, Shenzhen; 518066, China
  • [ 4 ] [Liu, Ximeng]College of Mathematics and Computer Science, Fuzhou University, Fujian, China
  • [ 5 ] [Zhang, Xinglin]School of Computer Science and Engineering, South China University of Technology, Guangdong, Guangzhou, China
  • [ 6 ] [Chen, Wei-Neng]School of Computer Science and Engineering, South China University of Technology, Guangdong, Guangzhou, China

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IEEE Transactions on Mobile Computing

ISSN: 1536-1233

Year: 2021

Issue: 12

Volume: 20

Page: 3351-3366

6 . 0 7 5

JCR@2021

7 . 7 0 0

JCR@2023

ESI HC Threshold:106

JCR Journal Grade:1

CAS Journal Grade:2

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ESI Highly Cited Papers on the List: 0 Unfold All

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30 Days PV: 0

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