Optimally Resilient Asynchronous MPC with Linear Communication Complexity

Ashish Choudhury, A. Patra
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引用次数: 20

Abstract

We present a secure asynchronous multiparty computation (AMPC) protocol with optimal resilience, involving n = 3t + 1 parties and tolerating a computationally bounded static adversary, capable of corrupting upto t parties. For a security parameter k and for circuits of sufficiently large size, our protocol has an amortized communication complexity of O(cMnk) bits, where cM denotes the number of multiplication gates in the arithmetic circuit, representing the function to be computed. Prior to our work, the most efficient optimally resilient, computationally secure AMPC protocol was due to Hirt et al. (ICALP 2008). The protocol offers an amortized communication complexity of O(cMn2k) bits. Our protocol follows the standard offline-online paradigm. In the offline phase, the parties produce encryptions of random multiplication triples. These are used to securely evaluate the multiplication gates in the online phase, using Beaver's circuit-randomization technique (CRYPTO 1991). The offline protocol of earlier works deploy linearly homomorphic encryption schemes. Our offline phase is much simpler and more efficient than the existing protocols and uses linearly homomorphic encryption scheme with support for one homomorphic multiplication.
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具有线性通信复杂度的最佳弹性异步MPC
我们提出了一种具有最佳弹性的安全异步多方计算(AMPC)协议,涉及n = 3t + 1方,并允许计算有限的静态对手,能够破坏多达t方。对于安全参数k和足够大的电路,我们的协议具有O(cMnk)位的平摊通信复杂度,其中cM表示算术电路中的乘法门的数量,表示要计算的函数。在我们的工作之前,最有效的最佳弹性,计算安全的AMPC协议是由于Hirt等人(ICALP 2008)。该协议的平摊通信复杂度为0 (cMn2k)位。我们的协议遵循标准的离线-在线模式。在脱机阶段,双方生成随机乘法三元组的加密。这些用于在线阶段安全地评估乘法门,使用Beaver的电路随机化技术(CRYPTO 1991)。早期工作的离线协议采用线性同态加密方案。我们的离线阶段比现有协议更简单、更高效,并使用支持一次同态乘法的线性同态加密方案。
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