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Moving Privacy-Sensitive Services from Public Clouds to Decentralized Private Clouds

机译:将隐私敏感服务从公共云迁移到分散式私有云

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摘要

Today's public cloud services suffer from fundamental privacy issues, e.g., as demonstrated by the global surveillance disclosures. The lack of privacy in cloud computing stems from its inherent centrality. State-of-the-art approaches that increase privacy for cloud services either operate cloud-like services on user's devices or encrypt data prior to upload to the cloud. However, these techniques jeopardize advantages of the cloud such as elasticity of processing resources. In contrast, we propose decentralized private clouds to allow users to protect their privacy and still benefit from the advantages of cloud computing. Our approach utilizes idle resources of friends and family to realize a trusted, decentralized system in which cloud services can be operated securely and privacy-preserving. We discuss our approach and substantiate its feasibility with initial experiments.
机译:当今的公共云服务遭受基本的隐私问题,例如,全球监控披露所表明的那样。云计算缺乏隐私源于其固有的中心性。可以提高云服务隐私性的最新方法是在用户设备上运行类似云的服务,或者在将数据上传到云之前对其进行加密。但是,这些技术危害了云的优势,例如处理资源的弹性。相比之下,我们提出了分散式私有云,以允许用户保护其隐私并仍然受益于云计算的优势。我们的方法利用朋友和家人的闲置资源来实现可信任的,分散的系统,在其中可以安全地运行云服务并保护隐私。我们讨论了我们的方法,并通过初步实验证实了其可行性。

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