面向移动社交网络内容分享的位置隐私保护方法

李超; 殷丽华; 耿魁; 方滨兴

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

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面向移动社交网络内容分享的位置隐私保护方法

学术论文 | 更新时间：2024-06-05

- 面向移动社交网络内容分享的位置隐私保护方法
- Location privacy preservation approach towards to content sharing on mobile online social network
- 通信学报 2016年37卷第11期页码：31-41
- 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：
  
  [ "李超（1981-），男，重庆人，博士，中国科学院信息工程研究所博士后，主要研究方向为隐私保护、访问控制。" ]
  [ "殷丽华（1973-），女，辽宁朝阳人，博士，中国科学院信息工程研究所副研究员、硕士生导师，主要研究方向为信息安全、安全评估。" ]
  [ "耿魁（1989-），男，湖北红安人，博士，中国科学院信息工程研究所助理研究员，主要研究方向为网络安全。" ]
  [ "方滨兴（1960-），男，江西万年人，中国工程院院士，东莞电子科技大学教授、博士生导师，主要研究方向为计算机体系结构、计算机网络与信息安全。" ]
- 基金信息：
  
  广东省产学研合作基金资助项目(2016B090921001);国家自然科学基金-广东联合基金资助项目(U1401251);国家高技术研究发展计划(“863”计划）基金资助项目(2015AA016007);国家“核高基”基金资助项目(2015ZX01029101)
- DOI：10.11959/j.issn.1000-436x.2016212
  中图分类号： TN929
- 网络首发：2016-11，
  
  纸质出版：2016-11-25
- 稿件说明：
移动端阅览
李超, 殷丽华, 耿魁, 等. 面向移动社交网络内容分享的位置隐私保护方法[J]. 通信学报, 2016,37(11):31-41.

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.
李超, 殷丽华, 耿魁, 等. 面向移动社交网络内容分享的位置隐私保护方法[J]. 通信学报, 2016,37(11):31-41. DOI： 10.11959/j.issn.1000-436x.2016212.

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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