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Blockchain-based Reputation for Intelligent Transportation Systems

A disruptive technology often used in finance, Internet of Things (IoT) and healthcare, blockchain can reach consensus within a decentralised network—potentially composed of large amounts of unreliable nodes—and to permanently and irreversibly store data in a tamper-proof manner. In this paper, we p...

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Detalles Bibliográficos
Autores principales: Hîrţan, Liviu-Adrian, Dobre, Ciprian, González-Vélez, Horacio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7038681/
https://www.ncbi.nlm.nih.gov/pubmed/32023997
http://dx.doi.org/10.3390/s20030791
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author Hîrţan, Liviu-Adrian
Dobre, Ciprian
González-Vélez, Horacio
author_facet Hîrţan, Liviu-Adrian
Dobre, Ciprian
González-Vélez, Horacio
author_sort Hîrţan, Liviu-Adrian
collection PubMed
description A disruptive technology often used in finance, Internet of Things (IoT) and healthcare, blockchain can reach consensus within a decentralised network—potentially composed of large amounts of unreliable nodes—and to permanently and irreversibly store data in a tamper-proof manner. In this paper, we present a reputation system for Intelligent Transportation Systems (ITS). It considers the users interested in traffic information as the main actors of the architecture. They securely share their data which are collectively validated by other users. Users can choose to employ either such crowd-sourced validated data or data generated by the system to travel between two locations. The data saved is reliable, based on the providers’ reputation and cannot be modified. We present results with a simulation for three cities: San Francisco, Rome and Beijing. We have demonstrated the impact of malicious attacks as the average speed decreased if erroneous information was stored in the blockchain as an implemented routing algorithm guides the honest cars on other free routes, and thus crowds other intersections.
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spelling pubmed-70386812020-03-09 Blockchain-based Reputation for Intelligent Transportation Systems Hîrţan, Liviu-Adrian Dobre, Ciprian González-Vélez, Horacio Sensors (Basel) Article A disruptive technology often used in finance, Internet of Things (IoT) and healthcare, blockchain can reach consensus within a decentralised network—potentially composed of large amounts of unreliable nodes—and to permanently and irreversibly store data in a tamper-proof manner. In this paper, we present a reputation system for Intelligent Transportation Systems (ITS). It considers the users interested in traffic information as the main actors of the architecture. They securely share their data which are collectively validated by other users. Users can choose to employ either such crowd-sourced validated data or data generated by the system to travel between two locations. The data saved is reliable, based on the providers’ reputation and cannot be modified. We present results with a simulation for three cities: San Francisco, Rome and Beijing. We have demonstrated the impact of malicious attacks as the average speed decreased if erroneous information was stored in the blockchain as an implemented routing algorithm guides the honest cars on other free routes, and thus crowds other intersections. MDPI 2020-01-31 /pmc/articles/PMC7038681/ /pubmed/32023997 http://dx.doi.org/10.3390/s20030791 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hîrţan, Liviu-Adrian
Dobre, Ciprian
González-Vélez, Horacio
Blockchain-based Reputation for Intelligent Transportation Systems
title Blockchain-based Reputation for Intelligent Transportation Systems
title_full Blockchain-based Reputation for Intelligent Transportation Systems
title_fullStr Blockchain-based Reputation for Intelligent Transportation Systems
title_full_unstemmed Blockchain-based Reputation for Intelligent Transportation Systems
title_short Blockchain-based Reputation for Intelligent Transportation Systems
title_sort blockchain-based reputation for intelligent transportation systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7038681/
https://www.ncbi.nlm.nih.gov/pubmed/32023997
http://dx.doi.org/10.3390/s20030791
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