云计算环境下隐私数据的隐式攻击保护

doi:10.11896/j.issn.1002-137X.2016.09.036

计算机科学 ›› 2016, Vol. 43 ›› Issue (9): 184-187.doi: 10.11896/j.issn.1002-137X.2016.09.036

云计算环境下隐私数据的隐式攻击保护

陶林波,沈建京,薛猛,蔡立刚

解放军信息工程大学理学院郑州450001,解放军信息工程大学理学院郑州450001,解放军信息工程大学理学院郑州450001,沈阳工业大学理学院沈阳110870

出版日期:2018-12-01 发布日期:2018-12-01

Privacy Protection from Implicit Attacks in Cloud Computing Environment

TAO Lin-bo, SHEN Jian-jing, XUE Meng and CAI Li-gang

Online:2018-12-01 Published:2018-12-01

摘要/Abstract

摘要： 云计算环境下用户的隐私数据保护成为了云计算能否快速发展的关键,目前更多的研究集中在了隐私数据的加密等显式保护方法上,而对集中存储带来的统计分析以及数据挖掘等隐式攻击带来的隐私泄露关注不够。针对云计算环境下用户隐私数据面临的数据挖掘带来的隐私泄露风险,建立了一种保护模型。其将数据在云端的录入、存储、还原、销毁几个生命周期的关键环节作为保护目标,建立相应的保护模块,对隐私数据进行相应的处理。最后通过复杂度对比的方法证明了本文模型的有效性。

关键词: 云计算,数据挖掘,隐私保护,隐式攻击

Abstract: Privacy protection in cloud computing environment has become the key to the rapid development of cloud computing,until now more researches focus on the explicit protection methods of privacy protection such as encryption,lacking of enough attention to implicit attack,such as data mining attack.A protection model was established in this paper according to how to protect privacy in cloud computing environment against data mining attack.The model selects several key objectives as the key protection during the life cycle of user’s data,including input,storage,reduction and destruction.Then correlative modules were established according to the key objectives corresponding to data privacy.Finally,the effectiveness of this model was proved through the complexity comparison.

Key words: Cloud computing,Data mining,Privacy protection,Implicit attack

陶林波,沈建京,薛猛,蔡立刚. 云计算环境下隐私数据的隐式攻击保护[J]. 计算机科学, 2016, 43(9): 184-187. https://doi.org/10.11896/j.issn.1002-137X.2016.09.036

TAO Lin-bo, SHEN Jian-jing, XUE Meng and CAI Li-gang. Privacy Protection from Implicit Attacks in Cloud Computing Environment[J]. Computer Science, 2016, 43(9): 184-187. https://doi.org/10.11896/j.issn.1002-137X.2016.09.036

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云计算环境下隐私数据的隐式攻击保护

Privacy Protection from Implicit Attacks in Cloud Computing Environment

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