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dc.contributor.authorChen, Yu-Jiaen_US
dc.contributor.authorWang, Li-Chunen_US
dc.contributor.authorWang, Shuen_US
dc.date.accessioned2020-07-01T05:21:19Z-
dc.date.available2020-07-01T05:21:19Z-
dc.date.issued2020-01-01en_US
dc.identifier.issn2327-4697en_US
dc.identifier.urihttp://dx.doi.org/10.1109/TNSE.2018.2887236en_US
dc.identifier.urihttp://hdl.handle.net/11536/154396-
dc.description.abstractThis paper proposes a blockchain-based data checking scheme to protect data integrity in Internet of Things (IoT). Traditional data integrity schemes such as symmetric key approaches and public key infrastructure (PKI) suffer from the single-point of failure and network congestion due to the centralized architecture. Motivated by the distributed data authentication in blockchain, we propose to adopt blockchain to ensure the data integrity in IoT networks. However, the existing blockchain scheme cannot be directly applied to IoT nodes with limited computing and network resources. Hence, we develop a stochastic blockchain scheme to limit the number of cooperative nodes and distribute the load to IoT edge nodes. In our scheme, the IoT data are broadcast by randomly selected cooperative nodes, thereby introducing uncertainty to the attacker and improving the system security level. Finally, we propose a light weight mining process to make only the IoT edge nodes compete for block generation and share the block with other nodes. If our scheme is used in the case of having 9,000 legitimate nodes and 1,000 compromised nodes, only three cooperative nodes can achieve the probability of successful defense over 99 percent.en_US
dc.language.isoen_USen_US
dc.subjectInternet of Things (IoT)en_US
dc.subjectdata integrityen_US
dc.subjectblockchainen_US
dc.titleStochastic Blockchain for IoT Data Integrityen_US
dc.typeArticleen_US
dc.identifier.doi10.1109/TNSE.2018.2887236en_US
dc.identifier.journalIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERINGen_US
dc.citation.volume7en_US
dc.citation.issue1en_US
dc.citation.spage373en_US
dc.citation.epage384en_US
dc.contributor.department電機工程學系zh_TW
dc.contributor.departmentDepartment of Electrical and Computer Engineeringen_US
dc.identifier.wosnumberWOS:000526775400033en_US
dc.citation.woscount1en_US
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