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Private intersection of regular languages

机译:普通语言的私人交集

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This paper addresses the problem of computing the intersection of regular languages in a privacy-preserving fashion. Private set intersection has been addressed earlier in the literature, but for finite sets only. We discuss the various possibilities for solving the problem efficiently, and argue for an approach based on minimal deterministic finite automata (DFA) as a suitable, non-leaking representation of regular language intersection. We propose two different algorithms for DFA minimization in a secure multiparty computation setting, illustrating different aspects of programming based on universal composability and the constraints this sets on existing algorithms. The implementation of our algorithms is based on the programming language SECREC, executing on the SHAREMIND platform for secure multiparty computation. As one application domain we consider fusion of virtual enterprise business processes.
机译:本文解决了以保护隐私的方式计算常规语言的交集的问题。私有集交集已在文献中进行了较早的讨论,但仅适用于有限集。我们讨论了有效解决问题的各种可能性,并提出了一种基于最小确定性有限自动机(DFA)的方法,该方法是常规语言交集的一种合适的,非泄漏的表示形式。我们提出了两种在安全的多方计算设置中最小化DFA的算法,说明了基于通用可组合性的编程的不同方面以及对现有算法设置的约束。我们算法的实现基于SECREC编程语言,并在SHAREMIND平台上执行以实现安全的多方计算。作为一个应用程序领域,我们考虑虚拟企业业务流程的融合。

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