Secure and efficient sharing of authenticated energy usage data with privacy preservation

Liu, J; Hou, J; Huang, X; Xiang, Y; Zhu, T

Secure and efficient sharing of authenticated energy usage data with privacy preservation

Liu, J Hou, J Huang, X Xiang, Y Zhu, T

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Publisher:: Elsevier BV
Publication Type:: Journal Article
Citation:: Computers and Security, 2020, 92
Issue Date:: 2020-05-01

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Field	Value	Language
dc.contributor.author	Liu, J
dc.contributor.author	Hou, J
dc.contributor.author	Huang, X
dc.contributor.author	Xiang, Y
dc.contributor.author	Zhu, T https://orcid.org/0000-0003-3411-7947
dc.date.accessioned	2021-03-16T22:22:26Z
dc.date.available	2021-03-16T22:22:26Z
dc.date.issued	2020-05-01
dc.identifier.citation	Computers and Security, 2020, 92
dc.identifier.issn	0167-4048
dc.identifier.issn	0167-4048
dc.identifier.uri	http://hdl.handle.net/10453/147256
dc.description.abstract	© 2020 Elsevier Ltd As a technological innovation, smart grid improves electricity services in terms of substantiality, economics, efficiency, and reliability. This owes to the bi-directional communication property which not only enables the fine-grained energy usage data to be available for different entities but also facilitates the automated grid management. However, sharing such energy usage data with other parties could potentially cause the leakage of customers’ sensitive information. In addition, the data are vulnerable to be tampered with by any internal or external attacker such that the value of data could be destroyed. Therefore, it is crucial to preserve customers’ privacy and provide authenticity and verifiability while sharing energy usage data with other parties. In this paper, we propose a bilinear-map accumulator based redactable signature scheme (RSS-BMA) which allows customers to safeguard their privacy while guaranteeing the verifiability of shared data. Furthermore, the batch-data-block verification property of our design enhances not only efficiency but also security by prohibiting additional redaction to a batch of data blocks. We analyze the efficiency and security of our proposed scheme extensively, and the results indicate our construction is more practical than others.
dc.language	en
dc.publisher	Elsevier BV
dc.relation.ispartof	Computers and Security
dc.relation.isbasedon	10.1016/j.cose.2020.101756
dc.rights	info:eu-repo/semantics/closedAccess
dc.subject	08 Information and Computing Sciences
dc.subject.classification	Strategic, Defence & Security Studies
dc.title	Secure and efficient sharing of authenticated energy usage data with privacy preservation
dc.type	Journal Article
utslib.citation.volume	92
utslib.for	08 Information and Computing Sciences
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
utslib.copyright.status	closed_access	*
pubs.consider-herdc	false
dc.date.updated	2021-03-16T22:22:25Z
pubs.publication-status	Published
pubs.volume	92

Abstract:

© 2020 Elsevier Ltd As a technological innovation, smart grid improves electricity services in terms of substantiality, economics, efficiency, and reliability. This owes to the bi-directional communication property which not only enables the fine-grained energy usage data to be available for different entities but also facilitates the automated grid management. However, sharing such energy usage data with other parties could potentially cause the leakage of customers’ sensitive information. In addition, the data are vulnerable to be tampered with by any internal or external attacker such that the value of data could be destroyed. Therefore, it is crucial to preserve customers’ privacy and provide authenticity and verifiability while sharing energy usage data with other parties. In this paper, we propose a bilinear-map accumulator based redactable signature scheme (RSS-BMA) which allows customers to safeguard their privacy while guaranteeing the verifiability of shared data. Furthermore, the batch-data-block verification property of our design enhances not only efficiency but also security by prohibiting additional redaction to a batch of data blocks. We analyze the efficiency and security of our proposed scheme extensively, and the results indicate our construction is more practical than others.

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http://hdl.handle.net/10453/147256