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大数据分析与隐私保护 被引量:4

Big Data Analytics and Privacy Protection
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摘要 大数据为商业创新和社区服务带来了巨大利益。然而,由于大数据分析技术挖掘出的信息可能超出人们想象,隐私问题备受关注。介绍大数据分析方法及支撑架构,剖析大数据的安全与隐私保护相关技术,并提出一种基于云存储的大数据隐私保护方案。 Big data brings big benefits for innovative businesses and new community services.However,privacy arises as a core concern because efficient big data analytics makes it possible to learn far more than most people anticipated.In this paper,big data analytics and its supporting framework are presented.Big data security and privacy protection techniques are discussed.Finally,a cloud storage based scheme is proposed for big data privacy protection.
出处 《微型电脑应用》 2014年第11期1-4,共4页 Microcomputer Applications
基金 国家自然科学基金资助项目(61173048 61300041)
关键词 大数据分析 隐私保护 安全 云计算 Big Data Analytics Privacy Protection Security Cloud Computing
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参考文献11

  • 1冯登国,张敏,李昊.大数据安全与隐私保护[J].计算机学报,2014,37(1):246-258. 被引量:730
  • 2V.M.Schonberger,K.Culier.Big data:a revolution that will transform how we live,work and think.Boston:Houghton Mifflin Harcourt,2013.
  • 3S.Marchal,X.Y.Jiang,R.State,et al.A big data architecture for large scale security monitoring.IEEE International Congress on Big Data.2014,pp.56-63.
  • 4R.X.Lu,H.Zhu,X.M.Liu,et al.Toward efficient and privacy-preserving computing in big data era.IEEE Network.2014,pp.46-50.
  • 5L.Liu,J.Lin.Some special issues of network security monitoring on big data environments.IEEE Conference on Dependable,Autonomic and Secure Computing.2013,pp.10-15.
  • 6M.C.Mont,S.Pearson,P.Bramhall.Towards accountable management of identity and privacy:sticky policies and enforceable tracing services.IEEE Conference on Database and Expert Systems Applications.2003,pp.377-382.
  • 7裴新,虞慧群.安全策略驱动的资源分割技术.中国科技论文在线,2014.
  • 8Y.Zhu,H.X.Hu.Cooperative provable data possession for integrity verification in multicloud storage,IEEE transactions on parallel and distributed systems.Vol.23,2012,pp.2231-2244.
  • 9G.Ateniese,R.C.Bums,R.Curtmola,J.Herring,L.Kissner,Z.Peterson,D.Song.Provable data possession at untrusted stores,ACM CCS'07.2007,pp.598-609.
  • 10K.Bowers,A.Juels,A.Oprea.HAIL:A high-availability and integrity layer for cloud storage.Proceedings 16th ACM Conference on Computer and Comm.Security.2009,pp.187-198.

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