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引用次数: 3843

摘要

作者研究了以下问题:假设m个人希望计算函数f(x1, x2, x3,…)的值, xm),它是m个有界整数变量xi的整数值函数。假设最初的人知道xi的值而不知道其他x的值。它们是否有可能计算f的值,通过它们之间的通信,而不过多地给出关于它们自己变量值的任何信息?作者给出了这个一般问题的精确表述,并描述了利用单向函数(即容易求值但难于反演的函数)求解该问题的三种方法。这些结果在无记名投票、数据库私下查询、不经意谈判、打心理扑克等方面都有应用。他还讨论了复杂性问题“计算需要交换多少比特”,并描述了防止参与者作弊的方法。最后,他研究了“单向函数不能完成什么”的问题。
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Protocols for secure computations
The author investigates the following problem: Suppose m people wish to compute the value of a function f(x1, x2, x3, ..., xm), which is an integer-valued function of m integer variables xi of bounded range. Assume initially person Pi knows the value of xi and no other x's. Is it possible for them to compute the value of f, by communicating among themselves, without unduly giving away any information about the values of their own variables? The author gives a precise formulation of this general problem and describe three ways of solving it by use of one-way functions (i.e., functions which are easy to evaluate but hard to invert). These results have applications to secret voting, private querying of database, oblivious negotiation, playing mental poker, etc.. He also discusses the complexity question "How many bits need to be exchanged for the computation," and describes methods to prevent participants from cheating. Finally, he studies the question "What cannot be accomplished with one-way functions."
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