Location privacy preservation approach towards to content sharing on mobile online social network

Chao LI; Li-hua YIN; Kui GENG; Bin-xing FANG

doi:10.11959/j.issn.1000-436x.2016212

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Location privacy preservation approach towards to content sharing on mobile online social network

academic paper | 更新时间：2024-06-05

- Location privacy preservation approach towards to content sharing on mobile online social network
- Journal on Communications Vol. 37, Issue 11, Pages: 31-41(2016)
- 作者机构：
  
  1. 中国科学院信息工程研究所信息安全国家重点实验室，北京100093
  2. 东莞电子科技大学电子信息工程研究院，广东东莞 523808
- 作者简介：
- 基金信息：
  
  The Industry-University-Research Cooperation Project of Guangdong Province(2016B090921001);The National Natural Science Foundation of China –Guangdong Union Foundation(U1401251);The National High Technology Research and Development Program (863 Program)(2015AA016007);Core Electronic Devices, High-end General Purpose Chips and Basic Soft-ware Products(2015ZX01029101)
- DOI：10.11959/j.issn.1000-436x.2016212
  CLC： TN929
- Online First：2016-11，
  
  Published：25 November 2016
- 稿件说明：
移动端阅览
Chao LI, Li-hua YIN, Kui GENG, et al. Location privacy preservation approach towards to content sharing on mobile online social network[J]. Journal on Communications, 2016, 37(11): 31-41.
DOI：

Chao LI, Li-hua YIN, Kui GENG, et al. Location privacy preservation approach towards to content sharing on mobile online social network[J]. Journal on Communications, 2016, 37(11): 31-41. DOI： 10.11959/j.issn.1000-436x.2016212.

摘要

针对移动社交网络内容分享中内容参与者的位置信息泄露问题，提出一种面向内容分享的位置隐私访问控制模型，细粒度控制分享内容中所涉及用户的敏感位置信息的访问，设计一种针对位置隐私设置的k-匿名算法，保证设置的敏感位置信息在内容分享服务提供商的服务器端不被推测，给出一种基于位置敏感度的位置偏移算法，以平衡隐私与服务质量。最后通过仿真实验验证该方法的有效性。

Abstract

A privacy access control model for content sharing was presented to fine-grained control users' location infor-mation associated with sharing content in mobile social network. A k-anonymity privacy algorithm for privacy settings was given to protect against inference attack on a content sharing service provider server. To balance the privacy and quality of service

a location shifting method was presented. Finally experimental results demonstrate the validity and practicality of the proposed approach.

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references

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