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A Survey on Secure Computation Based on Homomorphic Encryption in Vehicular Ad Hoc Networks

In vehicular ad hoc networks (VANETs), the security and privacy of vehicle data are core issues. In order to analyze vehicle data, they need to be computed. Encryption is a common method to guarantee the security of vehicle data in the process of data dissemination and computation. However, encrypte...

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Autores principales: Sun, Xiaoqiang, Yu, F. Richard, Zhang, Peng, Xie, Weixin, Peng, Xiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7435932/
https://www.ncbi.nlm.nih.gov/pubmed/32751627
http://dx.doi.org/10.3390/s20154253
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author Sun, Xiaoqiang
Yu, F. Richard
Zhang, Peng
Xie, Weixin
Peng, Xiang
author_facet Sun, Xiaoqiang
Yu, F. Richard
Zhang, Peng
Xie, Weixin
Peng, Xiang
author_sort Sun, Xiaoqiang
collection PubMed
description In vehicular ad hoc networks (VANETs), the security and privacy of vehicle data are core issues. In order to analyze vehicle data, they need to be computed. Encryption is a common method to guarantee the security of vehicle data in the process of data dissemination and computation. However, encrypted vehicle data cannot be analyzed easily and flexibly. Because homomorphic encryption supports computations of the ciphertext, it can completely solve this problem. In this paper, we provide a comprehensive survey of secure computation based on homomorphic encryption in VANETs. We first describe the related definitions and the current state of homomorphic encryption. Next, we present the framework, communication domains, wireless access technologies and cyber-security issues of VANETs. Then, we describe the state of the art of secure basic operations, data aggregation, data query and other data computation in VANETs. Finally, several challenges and open issues are discussed for future research.
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spelling pubmed-74359322020-08-24 A Survey on Secure Computation Based on Homomorphic Encryption in Vehicular Ad Hoc Networks Sun, Xiaoqiang Yu, F. Richard Zhang, Peng Xie, Weixin Peng, Xiang Sensors (Basel) Review In vehicular ad hoc networks (VANETs), the security and privacy of vehicle data are core issues. In order to analyze vehicle data, they need to be computed. Encryption is a common method to guarantee the security of vehicle data in the process of data dissemination and computation. However, encrypted vehicle data cannot be analyzed easily and flexibly. Because homomorphic encryption supports computations of the ciphertext, it can completely solve this problem. In this paper, we provide a comprehensive survey of secure computation based on homomorphic encryption in VANETs. We first describe the related definitions and the current state of homomorphic encryption. Next, we present the framework, communication domains, wireless access technologies and cyber-security issues of VANETs. Then, we describe the state of the art of secure basic operations, data aggregation, data query and other data computation in VANETs. Finally, several challenges and open issues are discussed for future research. MDPI 2020-07-30 /pmc/articles/PMC7435932/ /pubmed/32751627 http://dx.doi.org/10.3390/s20154253 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 Review
Sun, Xiaoqiang
Yu, F. Richard
Zhang, Peng
Xie, Weixin
Peng, Xiang
A Survey on Secure Computation Based on Homomorphic Encryption in Vehicular Ad Hoc Networks
title A Survey on Secure Computation Based on Homomorphic Encryption in Vehicular Ad Hoc Networks
title_full A Survey on Secure Computation Based on Homomorphic Encryption in Vehicular Ad Hoc Networks
title_fullStr A Survey on Secure Computation Based on Homomorphic Encryption in Vehicular Ad Hoc Networks
title_full_unstemmed A Survey on Secure Computation Based on Homomorphic Encryption in Vehicular Ad Hoc Networks
title_short A Survey on Secure Computation Based on Homomorphic Encryption in Vehicular Ad Hoc Networks
title_sort survey on secure computation based on homomorphic encryption in vehicular ad hoc networks
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7435932/
https://www.ncbi.nlm.nih.gov/pubmed/32751627
http://dx.doi.org/10.3390/s20154253
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