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

计算机科学 Byzantine容错 计算机网络 分布式计算 智能交通系统 车载自组网 利用 架空(工程) 延迟(音频) 块链 无线自组网 数据共享 吞吐量 容错 计算机安全 无线 电信 土木工程 替代医学 病理 工程类 操作系统 医学
作者
El-hacen Diallo,Omar Dib,Khaldoun Al Agha
标识
DOI:10.1109/icics52457.2021.9464606
摘要

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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