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AuthorShen, Meng
AuthorDuan, Junxian
AuthorZhu, Liehuang
AuthorZhang, Jie
AuthorDu, Xiaojiang
AuthorGuizani, Mohsen
Available date2022-12-06T17:06:13Z
Publication Date2020-06-01
Publication NameIEEE Journal on Selected Areas in Communications
Identifierhttp://dx.doi.org/10.1109/JSAC.2020.2986619
CitationShen, M., Duan, J., Zhu, L., Zhang, J., Du, X., & Guizani, M. (2020). Blockchain-based incentives for secure and collaborative data sharing in multiple clouds. IEEE Journal on Selected Areas in Communications, 38(6), 1229-1241.‏
ISSN07338716
URIhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85083733384&origin=inward
URIhttp://hdl.handle.net/10576/37006
AbstractThe prosperity of cloud computing has driven an increasing number of enterprises and organizations to store their data on private or public cloud platforms. Due to the limitation of individual data owners in terms of data volume and diversity, data sharing over different cloud platforms would enable third parties to take advantage of big data analysis techniques to provide value-added services, such as providing healthcare services for customers by gathering medical data from multiple hospitals. However, it remains a challenging task to design effective incentives that encourage secure and collaborative data sharing in multiple clouds. In this paper, we propose a reliable collaboration model consisting of three types of participants, which include data owners, miners, and third parties, where the data is shared via blockchain and recorded by a smart contract. In general, these participants may acquire and store the sharing of data using their private or public clouds. We analyze the topological relationships between the participants and develop some Shapley value models from simple to complicate in the process of revenue distribution. We also discuss the incentive effect of sharing security data and rationality of the designed solution through analysis towards distribution rules.
SponsorThis work is partially supported by the Beijing Natural Science Foundation under Grant 4192050, and in part by the National Natural Science Foundation of China under Grants 61972039 and 61872041.
Languageen
PublisherInstitute of Electrical and Electronics Engineers Inc.
Subjectblockchain
Cloud computing
incentives
secure data sharing
Shapley value
TitleBlockchain-based incentives for secure and collaborative data sharing in multiple clouds
TypeArticle
Pagination1229-1241
Issue Number6
Volume Number38
dc.accessType Abstract Only


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