动态分布式网络中的可扩展和安全轮询

S. Gambs, R. Guerraoui, Hamza Harkous, Florian Huc, Anne-Marie Kermarrec
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引用次数: 16

摘要

我们考虑了在配备公钥基础设施(PKI)的同步动态网络中安全进行轮询的问题。鉴于以前的分布式解决方案在n节点系统中的通信成本为O(n2),我们提出了SPP(安全和私有轮询),这是第一个分布式轮询协议,只需要O(n log3n)的通信复杂性,我们证明这是接近最优的。我们的协议确保了对计算有限对手的完美安全性,对于任何常数1/2 >,容忍(1/2 - λ)n个拜占庭节点;ϵ>;0(不依赖于n),并以高概率输出轮询的确切值。SPP由两个子协议组成,我们认为它们各自都很有趣:SPP- overlay在节点离开或加入网络时保持结构化的覆盖,SPP- computation进行实际的轮询。我们通过实验评估验证了我们的方法的实用性,并简要描述了SPP的两种可能的应用:(1)通信复杂度为Θ(n log n)的最优拜占庭协议协议;(2)在聚合函数的背景下解决King和Saia的一个开放问题的协议,即在通信复杂度为o(n2)的情况下执行多方安全聚合的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scalable and Secure Polling in Dynamic Distributed Networks
We consider the problem of securely conducting a poll in synchronous dynamic networks equipped with a Public Key Infrastructure (PKI). Whereas previous distributed solutions had a communication cost of O(n2) in an n nodes system, we present SPP (Secure and Private Polling), the first distributed polling protocol requiring only a communication complexity of O(n log3 n), which we prove is near-optimal. Our protocol ensures perfect security against a computationally-bounded adversary, tolerates (1/2 - ϵ)n Byzantine nodes for any constant 1/2 >; ϵ >; 0 (not depending on n), and outputs the exact value of the poll with high probability. SPP is composed of two sub-protocols, which we believe to be interesting on their own: SPP-Overlay maintains a structured overlay when nodes leave or join the network, and SPP-Computation conducts the actual poll. We validate the practicality of our approach through experimental evaluations and describe briefly two possible applications of SPP: (1) an optimal Byzantine Agreement protocol whose communication complexity is Θ(n log n) and (2) a protocol solving an open question of King and Saia in the context of aggregation functions, namely on the feasibility of performing multiparty secure aggregations with a communication complexity of o(n2).
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