论文标题

与邻居勾结的保留隐私的共识

Consensus with Preserved Privacy against Neighbor Collusion

论文作者

Zhang, Silun, Timoudas, Thomas Ohlson, Dahleh, Munther

论文摘要

本文提出了一种保护隐私的算法,以根据Shamir的秘密共享计划解决平均共识问题,在Shamir的秘密共享计划中,一个代理网络在未公开其个人状态的情况下达成了一项协议,直到达成协议。与其他方法不同,所提出的算法使网络具有抵抗任何给定数量邻居的勾结(即使在所有邻居的勾结中)。这项工作的另一个优点是,这种方法可以保护网络共识程序免于窃听。

This paper proposes a privacy-preserving algorithm to solve the average consensus problem based on Shamir's secret sharing scheme, in which a network of agents reach an agreement on their states without exposing their individual state until an agreement is reached. Unlike other methods, the proposed algorithm renders the network resistant to the collusion of any given number of neighbors (even with all neighbors' colluding). Another virtue of this work is that such a method can protect the network consensus procedure from eavesdropping.

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