Applying Private Information Retrieval to Lightweight Bitcoin Clients

Kaihua Qin, Henryk Hadass, Arthur Gervais, Joel Reardon
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引用次数: 21

Abstract

Lightweight Bitcoin clients execute a Simple Payment Verification (SPV) protocol to verify the validity of transactions related to a particular user. Currently, lightweight clients use Bloom filters to significantly reduce the amount of bandwidth required to validate a particular transaction. This is despite the fact that research has shown that Bloom filters are insufficient at preserving the privacy of clients' queries. In this paper we describe our design of an SPV protocol that leverages Private Information Retrieval (PIR) to create fully private and performant queries. We show that our protocol has a low bandwidth and latency cost; properties that make our protocol a viable alternative for lightweight Bitcoin clients and other cryptocurrencies with a similar SPV model. In contract to Bloom filters, our PIR-based approach offers deterministic privacy to the user. Among our results, we show that in the worst case, clients who would like to verify 100 transactions occurring in the past week incurs a bandwidth cost of 33.54 MB with an associated latency of approximately 4.8 minutes, when using our protocol. The same query executed using the Bloom-filter-based SPV protocol incurs a bandwidth cost of 12.85 MB; this is a modest overhead considering the privacy guarantees it provides.
私有信息检索在轻量级比特币客户端的应用
轻量级比特币客户端执行简单支付验证(SPV)协议来验证与特定用户相关的交易的有效性。目前,轻量级客户端使用Bloom过滤器来显著减少验证特定事务所需的带宽量。尽管有研究表明,Bloom过滤器在保护客户查询的隐私方面是不够的。在本文中,我们描述了SPV协议的设计,该协议利用私有信息检索(PIR)来创建完全私有和高性能的查询。我们证明了我们的协议具有低带宽和延迟成本;这些特性使我们的协议成为轻量级比特币客户端和其他具有类似SPV模型的加密货币的可行替代方案。与Bloom过滤器相比,我们基于pir的方法为用户提供了确定的隐私。在我们的结果中,我们表明,在最坏的情况下,当使用我们的协议时,想要验证过去一周发生的100个事务的客户端会产生33.54 MB的带宽成本和大约4.8分钟的相关延迟。使用基于bloom -filter的SPV协议执行相同的查询会产生12.85 MB的带宽开销;考虑到它提供的隐私保证,这是一个适度的开销。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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