基于移动代理的多方计算问题隐私保护方案的设计、分析与评价

M. N. Huda, E. Kamioka, S. Yamada
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引用次数: 0

摘要

现有的基于密码学的多方计算问题(MPCP)算法要么过于复杂而无法实际使用,要么只适用于它们所开发的特定应用。此外,传统的(非基于密码学的)算法不能为mpcp提供良好的隐私保护。本文提出了一种用于隐私保护的代理服务器平台的安全系统设计、直观分析和实证评价,以解决传统算法下的多方计算问题。我们为代理服务器平台设计了安全策略,并展示了这些策略的实施如何在解决许多mpcp的同时有效地保护隐私。实验分析表明,所提出的代理平台安全系统在解决传统算法存在的问题的同时,可以显著增强对隐私的保护。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design, Analysis, and Evaluation of Mobile Agent based Privacy Protection Scheme for Multi-party Computation Problems
Existing cryptography-based algorithms for multi-party computation problems (MPCP) are either too complex to be used practically or applicable only to the specific applications for which they have been developed. In addition, traditional (non-cryptography-based)algorithms do not provide good privacy protection for MPCPs. This paper presents the security system design, intuitive analysis, and empirical evaluation of an agent server platform for protecting privacy in solving multi-party computation problems with traditional algorithms. We have devised the security policies for an agent server platform and showed how the enforcement of those policies can effectively protect privacy while solving many MPCPs. Experimental analysis shows that the presented agent platform security system can significantly enhance privacy protection while solving the problems with traditional algorithms.
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