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Encrypted Data Management with Deduplication in Cloud Computing

机译:云计算中具有重复数据删除功能的加密数据管理

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摘要

Cloud computing plays an important role in supporting data storage, processing, and management in the Internet of Things (IoT). To preserve cloud data confidentiality and user privacy, cloud data are often stored in an encrypted form. However, duplicated data that are encrypted under different encryption schemes could be stored in the cloud, which greatly decreases the utilization rate of storage resources, especially for big data. Several data deduplication schemes have recently been proposed. However, most of them suffer from security weakness and lack of flexibility to support secure data access control. Therefore, few can be deployed in practice. This article proposes a scheme based on attribute-based encryption (ABE) to deduplicate encrypted data stored in the cloud while also supporting secure data access control. The authors evaluate the scheme's performance based on analysis and implementation. Results show the efficiency, effectiveness, and scalability of the scheme for potential practical deployment.
机译:云计算在支持物联网(IoT)中的数据存储,处理和管理中发挥着重要作用。为了保护云数据的机密性和用户隐私,云数据通常以加密形式存储。但是,可以将采用不同加密方案加密的重复数据存储在云中,这大大降低了存储资源的利用率,尤其是大数据。最近已经提出了几种重复数据删除方案。然而,它们中的大多数遭受安全弱点和缺乏支持安全数据访问控制的灵活性的困扰。因此,在实践中几乎无法部署。本文提出了一种基于基于属性的加密(ABE)的方案,可以对存储在云中的加密数据进行重复数据删除,同时还支持安全的数据访问控制。作者根据分析和实施评估方案的性能。结果显示了该方案在潜在实际部署中的效率,有效性和可扩展性。

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