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On the use of Attribute-based Encryption in Publicly Verifiable Outsourced Computation

机译:基于属性的加密在可公开验证的外包计算中的使用

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摘要

Publicly verifiable outsourced computation (PVC) allows devices with restricted resources to delegate computations to external servers, and to verify the correctness of results. Servers may be rewarded per computation, and so have an incentive to cheat rather than devote resources to a computation. Also, within an organisation, it is likely that individual user permissions will vary and so outsourced actions should be restricted accordingly. This gives rise to two interesting problems in the PVC setting addressed in this thesis: finding a method to revoke and punish cheating servers; and enforcing access control policies that restrict the computations each entity may outsource, compute or read the results of.In this thesis, we use primitives traditionally used to cryptographically enforce access control policies to construct secure PVC systems that meet these requirements. We first extend prior PVC schemes based on key-policy attribute-based encryption (ABE) to accommodate a broader system model where servers may compute multiple functions and be prevented from performing further computations if found cheating. We then show how a key assignment scheme can provide flexible access control over entities. Finally, we consider an alternative scenario in which input data is held by the server rather than the client, and construct a provably secure instantiation based on ciphertext-policy ABE. We conclude by showing that dual-policy ABE can accommodate both models of outsourced computation and provide a level of access control within a single system.
机译:可公开验证的外包计算(PVC)允许资源有限的设备将计算委托给外部服务器,并验证结果的正确性。服务器可能会因每次计算获得奖励,因此有动机欺骗而不是将资源投入到计算中。同样,在组织内部,各个用户的权限可能会有所不同,因此应相应限制外包操作。这在本文涉及的PVC环境中引起了两个有趣的问题:找到一种撤销和惩罚作弊服务器的方法;在本文中,我们使用传统上用于加密执行访问控制策略的原语来构造满足这些要求的安全PVC系统。我们首先基于基于密钥策略属性的加密(ABE)扩展现有的PVC方案,以适应更广泛的系统模型,在该模型中,服务器可以计算多种功能,如果发现作弊,服务器将无法执行进一步的计算。然后,我们展示密钥分配方案如何为实体提供灵活的访问控制。最后,我们考虑一种替代方案,其中输入数据由服务器而非客户端保存,并基于密文策略ABE构建可证明的安全实例。最后,我们通过显示双重策略ABE可以容纳两个外包计算模型,并在单个系统中提供一定级别的访问控制。

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    Alderman James;

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  • 年度 2016
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  • 原文格式 PDF
  • 正文语种 eng
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