An Improved PBFT-based Consensus for Securing Traffic Messages in VANETs
Document Type
Conference Proceeding
Publication Date
5-24-2021
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.
Publication Title
2021 12th International Conference on Information and Communication Systems, ICICS 2021
First Page Number
126
Last Page Number
133
DOI
10.1109/ICICS52457.2021.9464606
Recommended Citation
Diallo, El Hacen; Dib, Omar; and Al Agha, Khaldoun, "An Improved PBFT-based Consensus for Securing Traffic Messages in VANETs" (2021). Kean Publications. 972.
https://digitalcommons.kean.edu/keanpublications/972