DePET: A Decentralized Privacy-Preserving Energy Trading Scheme for Vehicular Energy Network via Blockchain and K - Anonymity

With the gradually opening of energy markets and popularization of Electric Vehicles (EVs), EVs can transmit, dispatch and recharge energy in different markets and domains dynamically. However, in Vehicular Energy Network, EVs may randomly enter and leave a market, it imposes a difficult problem in...

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Main Authors: Yangyang Long, Yuling Chen, Wei Ren, Hui Dou, Neal Naixue Xiong
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9220870/
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spelling doaj-9cef5ac549ff4845a7d7f2ea6b958ee62021-03-30T03:26:35ZengIEEEIEEE Access2169-35362020-01-01819258719259610.1109/ACCESS.2020.30302419220870DePET: A Decentralized Privacy-Preserving Energy Trading Scheme for Vehicular Energy Network via Blockchain and K - AnonymityYangyang Long0https://orcid.org/0000-0002-1285-2898Yuling Chen1https://orcid.org/0000-0002-8674-8356Wei Ren2https://orcid.org/0000-0001-8590-1737Hui Dou3Neal Naixue Xiong4https://orcid.org/0000-0002-0394-4635College of Computer Science and Technology, Guizhou University, Guiyang, ChinaCollege of Computer Science and Technology, Guizhou University, Guiyang, ChinaState Key Laboratory of Public Big Data, Guizhou University, Guiyang, ChinaCollege of Computer Science and Technology, Guizhou University, Guiyang, ChinaDepartment of Mathematics and Computer Science, Northeastern State University, Tahlequah, OK, USAWith the gradually opening of energy markets and popularization of Electric Vehicles (EVs), EVs can transmit, dispatch and recharge energy in different markets and domains dynamically. However, in Vehicular Energy Network, EVs may randomly enter and leave a market, it imposes a difficult problem in that how to schedule and distribute energy effectively. Additionally, the location of EV owners usually includes sensitive information such as home addresses, company names, hospital traces, and so on, which may be collected by attackers and may result in the privacy leakage about EV owners. In this article, we propose a decentralized blockchain-enabled energy trading scheme that can trade cross over various domains efficiently, which enables reliable transactions between EVs and energy nodes within short processing delay. It can also preserve the privacy of EV owners, by adopting the k-anonymity method in constructing a united request to hide the location information and creating a clocking area based on undirected graphs. Even though the server is maliciously attacked, the attacker cannot distinguish among EV owners, which breaks the linkage between real locations and identities to preserve EV owners' privacy. Finally, we conduct a comprehensive experimental evaluation to evaluate the trading performance and location privacy protection performance. The simulation results show that our proposed architecture outperforms over most state-of-the-art schemes in terms of processing delay and location privacy awareness.https://ieeexplore.ieee.org/document/9220870/Vehicular energy networksenergy tradingK-anonymitylocation privacyblockchain
collection DOAJ
language English
format Article
sources DOAJ
author Yangyang Long
Yuling Chen
Wei Ren
Hui Dou
Neal Naixue Xiong
spellingShingle Yangyang Long
Yuling Chen
Wei Ren
Hui Dou
Neal Naixue Xiong
DePET: A Decentralized Privacy-Preserving Energy Trading Scheme for Vehicular Energy Network via Blockchain and K - Anonymity
IEEE Access
Vehicular energy networks
energy trading
K-anonymity
location privacy
blockchain
author_facet Yangyang Long
Yuling Chen
Wei Ren
Hui Dou
Neal Naixue Xiong
author_sort Yangyang Long
title DePET: A Decentralized Privacy-Preserving Energy Trading Scheme for Vehicular Energy Network via Blockchain and K - Anonymity
title_short DePET: A Decentralized Privacy-Preserving Energy Trading Scheme for Vehicular Energy Network via Blockchain and K - Anonymity
title_full DePET: A Decentralized Privacy-Preserving Energy Trading Scheme for Vehicular Energy Network via Blockchain and K - Anonymity
title_fullStr DePET: A Decentralized Privacy-Preserving Energy Trading Scheme for Vehicular Energy Network via Blockchain and K - Anonymity
title_full_unstemmed DePET: A Decentralized Privacy-Preserving Energy Trading Scheme for Vehicular Energy Network via Blockchain and K - Anonymity
title_sort depet: a decentralized privacy-preserving energy trading scheme for vehicular energy network via blockchain and k - anonymity
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description With the gradually opening of energy markets and popularization of Electric Vehicles (EVs), EVs can transmit, dispatch and recharge energy in different markets and domains dynamically. However, in Vehicular Energy Network, EVs may randomly enter and leave a market, it imposes a difficult problem in that how to schedule and distribute energy effectively. Additionally, the location of EV owners usually includes sensitive information such as home addresses, company names, hospital traces, and so on, which may be collected by attackers and may result in the privacy leakage about EV owners. In this article, we propose a decentralized blockchain-enabled energy trading scheme that can trade cross over various domains efficiently, which enables reliable transactions between EVs and energy nodes within short processing delay. It can also preserve the privacy of EV owners, by adopting the k-anonymity method in constructing a united request to hide the location information and creating a clocking area based on undirected graphs. Even though the server is maliciously attacked, the attacker cannot distinguish among EV owners, which breaks the linkage between real locations and identities to preserve EV owners' privacy. Finally, we conduct a comprehensive experimental evaluation to evaluate the trading performance and location privacy protection performance. The simulation results show that our proposed architecture outperforms over most state-of-the-art schemes in terms of processing delay and location privacy awareness.
topic Vehicular energy networks
energy trading
K-anonymity
location privacy
blockchain
url https://ieeexplore.ieee.org/document/9220870/
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