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An Integrated Privacy Preserving Attribute-Based Access Control Framework Supporting Secure Deduplication

机译:基于集成的隐私保留基于属性的访问控制框架支持安全的重复数据删除

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Recent advances in information technologies have facilitated applications to generate, collect or process large amounts of sensitive personal data. Emerging cloud storage services provide a better paradigm to support the needs of such applications. Such cloud based solutions introduce additional security and privacy challenges when dealing with outsourced data including that of supporting fine-grained access control over such data stored in the cloud. In this paper, we propose an integrated, privacy-preserving user-centric attribute based access control framework to ensure the security and privacy of users' data outsourced and stored by a cloud service provider (CSP). The core component of the proposed framework is a novel privacy-preserving, revocable ciphertext policy attribute-based encryption (PR-CP-ABE) scheme. To support advanced access control features like write access on encrypted data and privacy-preserving access policy updates, we propose extended Path-ORAM access protocol that can also prevent privacy disclosure of access patterns. We also propose an integrated secure deduplication approach to improve the storage efficiency of CSPs while protecting data privacy. Finally, we evaluate the proposed framework and compare it with other existing solutions with regards to the security and performance issues.
机译:信息技术的最新进展有助于申请生成,收集或处理大量敏感的个人数据。新兴云存储服务提供更好的范例,以支持此类应用程序的需求。这种基于云的解决方案在处理外包数据时引入了额外的安全性和隐私挑战,包括支持在云中的此类数据中支持细粒度访问控制。在本文中,我们提出了一种基于用户中心的基于用户中心属性的综合,隐私保留的访问控制框架,以确保用户数据外包和由云服务提供商(CSP)存储的安全性和隐私。所提出的框架的核心组件是一种新的隐私保留,可撤销的密文策略属性的加密(PR-CP-ABE)方案。为了支持加密数据和隐私保留访问策略更新的写访问等高级访问控制功能,我们提出了扩展的路径 - oram访问协议,该协议还可以防止访问模式的隐私披露。我们还提出了一种综合的安全重复数据删除方法来提高CSP的存储效率,同时保护数据隐私。最后,我们评估了提出的框架,并与安全性和性能问题的其他现有解决方案进行比较。

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