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移动社交网络及位置隐私保护研究综述

Privacy-preserving in social, mobile and location-based services

中文摘要英文摘要

随着社交、移动和位置服务(SoLoMo)的融合与发展,现有的隐私保护技术正面临新的挑战,具体表现为:一、社会关系与位置信息的相互影响使SoLoMo 环境中的隐私攻击模型更复杂,现有的位置隐私保护技术与社会关系隐私保护技术不再适用;二、位置数据的收集与分析、挖掘使轨迹隐私泄露问题逐渐凸显,现有的轨迹隐私保护技术不结合具体应用的特点,导致数据可用性差。因此,本文从社交、移动与位置服务中的隐私泄露的若干关键问题入手,综述了移动社交网络及位置隐私保护的研究现状,存在的问题,指出了未来的研究方向。

Privacy-preserving techniques which aim at protecting entities'sensitive information not been exposed are getting more and more attentions. Nowadays, the integration of social, mobile and location-based services brings new challenges to traditional privacy-preserving techniques, expressed specifically as: location privacy leakage; trajectory privacy leakage and social privacy leakage. This project aims at systematically address privacy leakage problems in SoLoMo environment. The research issues in this project include privacy leakage risk analysis; location privacy-preserving in the context of social networking; utility-based trajectory privacy-preserving techniques; differentially social relationship privacy-preserving techniques; evaluation strategies for service quality and data quality, etc. The studies will establish solid basis for privacy-preserving and the development of mobile web.

霍峥、孟小峰、张啸剑

计算技术、计算机技术

基于位置的服务位置隐私保护轨迹隐私保护社会网络隐私保护推理攻击

Location-based ServiceLocation Privacy-preservingTrajectory Privacy-preservingPrivacy-preserving in SNInference Attack

霍峥,孟小峰,张啸剑.移动社交网络及位置隐私保护研究综述[EB/OL].(2013-04-09)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201304-219.点此复制

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