基于签名密钥的访问控制,为云和大数据提供隐私保护

Anwar Chitheer Jasim, N. Tapus, Imad Ali Hassoon
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引用次数: 3

摘要

在云计算或大数据领域,数据隐私是最主要的问题之一。以往研究的隐私方法表明,云计算或大数据的隐私侵犯是由于外部或内部攻击者对数据的多重风险而发生的。在谈到存储交易的隐私时,需要考虑的一个重要风险是,交易的信息不受所有者的控制。这种情况由云提供商管理的云服务器代表,用户不能完全信任云服务器提供的敏感、私人数据,如商业计划或私人信息。保护数据隐私的一种简单方法是对交易数据应用某些隐私技术,然后将修改后的数据上传到云中。在本文中,我们提出了一个案例研究,它建立在包含三个模型的层次上:云架构、事务管理器和客户端。此外,我们认为我们的案例研究是基于三个模型之间零信任的前提下,因此所有的交易都是与第三方进行的,数据的移动是通过不同级别的安全来实现的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Access Control by Signature-Keys to Provide Privacy for Cloud and Big Data
Privacy of data in subjects of cloud computing or big data is one of the most principal issues. The privacy methods studied in previous research showed that privacy infringement for cloud computing or big data happened because multi risks on data by external or internal attackers. An important risk to take into consideration when speaking of the privacy of the stored transactions is represented by the transactions' information which is not in the owner's control. Such a case is represented by the cloud servers that are administered by cloud providers which cannot be wholly trusted by the users with sensitive, private data such as business plans or private information. A simple method for protecting data privacy is by applying certain privacy techniques onto transactions' data, followed by the upload of the modified data into the cloud. In this paper, we are proposing a case study that is built on levels containing three models: cloud's architecture, transaction's manager and clients. Moreover, we consider that our case study is based on the premise of zero trust among the three models, therefore all the transactions take place with third-parties and the data movements are realized going through various levels of security.
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