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Secure Remote Execution of Sequential Computations

机译:安全远程执行顺序计算

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We describe a scheme that secures the remote execution of sequential computations in grid-computing scenarios. To the best of our knowledge, this is the first contribution that addresses the security of generic sequential computations. By dividing sequential tasks into smaller subtasks and permuting them among participants, we show that our scheme facilitates the insertion of selective redundancy and/or pre-computed functions {ringers) that are indistinguishable from other computations. We analyze the security of this proposal and we demonstrate that our scheme enables the detection of individual and colluding malicious participants. In addition, we show that our scheme can be equally used to securely track the progress of remote execution. We further investigate the damages introduced by possible chaining of errors within the remote execution and we discuss recovery mechanisms to counter these challenges. We validate our findings both analytically and empirically via simulations.
机译:我们描述了一种保护网格计算场景中的序列计算的远程执行的方案。据我们所知,这是解决通用顺序计算安全性的第一个贡献。通过将连续任务划分为较小的子任务并在参与者之间置换它们,我们表明我们的方案有助于插入与其他计算无法区分的选择性冗余和/或预计函数{ringers)。我们分析了这一提案的安全,我们证明我们的计划能够检测个人和勾结恶意参与者。此外,我们表明我们的方案可以同样地用于安全地跟踪远程执行的进度。我们进一步调查了在远程执行中可能在可能的错误中阐明的损害,我们讨论了恢复机制来应对这些挑战。我们通过模拟分析和凭经验验证我们的调查结果。

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