An Improved PBFT-based Consensus for Securing Traffic Messages in VANETs

El-hacen Diallo, O. Dib, Khaldoun Al Agha
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引用次数: 3

Abstract

With the increasing number of autonomous vehicles, more intelligent applications and services are needed to build an efficient transportation system. That cannot be achieved without having an efficient and secure model for recording and sharing traffic-related data. Because of its important features in terms of architecture decentralization, data immutability, transparency of actions, and communications security, the blockchain technology has recently been proposed to mitigate early VANETs (Vehicular Ad Hoc Networks) designs’ security issues. In this work, we design a new consensus protocol based on Practical Byzantine Fault Tolerance (PBFT), aiming at proposing a secure traffic-related data sharing system in VANETs. The proposed consensus intelligently selects a set of Road Side Units (RSUs) to validate the traffic events emitted by vehicles and subsequently maintain the blockchain ledger to further exploit its immutable data. In this paper, we also introduce the concept of micro-transactions to reduce the size of the blockchain ledger and minimize the communications overhead between nodes. The performance of the proposed solution is assessed by simulating real-world VANETs’ settings. The experimental results validate the proposed work’s high performance in terms of blockchain throughput, latency, communication load, and storage cost.
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一种改进的基于pbft的vanet流量消息安全共识
随着自动驾驶汽车数量的增加,需要更多的智能应用和服务来构建高效的交通系统。如果没有一个有效和安全的模式来记录和共享交通相关数据,就无法实现这一目标。由于区块链技术在架构去中心化、数据不变性、操作透明度和通信安全性方面的重要特性,最近有人提出区块链技术来缓解早期vanet(车辆自组织网络)设计的安全问题。在这项工作中,我们设计了一个新的基于实用拜占庭容错(PBFT)的共识协议,旨在提出一个安全的交通相关数据共享系统。提出的共识智能地选择一组路侧单元(rsu)来验证车辆发出的交通事件,并随后维护区块链分类帐以进一步利用其不可变数据。在本文中,我们还引入了微交易的概念,以减少区块链分类帐的大小并最小化节点之间的通信开销。通过模拟真实世界VANETs的设置来评估所提出的解决方案的性能。实验结果从区块链吞吐量、延迟、通信负载和存储成本等方面验证了该工作的高性能。
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