A Blockchain-Based Privacy Information Security Sharing Scheme in Industrial Internet of Things
Due to the competitive relationship among different smart factories, equipment manufacturers cannot integrate the private information of all smart factories to train the intelligent manufacturing equipment fault prediction model and improve the accuracy of intelligent manufacturing equipment fault d...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-04-01
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| Series: | Sensors |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/22/9/3426 |
| _version_ | 1827671383191060480 |
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| author | Yue Wang Tingyu Che Xiaohu Zhao Tao Zhou Kai Zhang Xiaofei Hu |
| author_facet | Yue Wang Tingyu Che Xiaohu Zhao Tao Zhou Kai Zhang Xiaofei Hu |
| author_sort | Yue Wang |
| collection | DOAJ |
| description | Due to the competitive relationship among different smart factories, equipment manufacturers cannot integrate the private information of all smart factories to train the intelligent manufacturing equipment fault prediction model and improve the accuracy of intelligent manufacturing equipment fault detection. The use of a low fault recognition rate model for smart factories will cause additional losses for them. In this work, we propose a blockchain-based privacy information security sharing scheme in Industrial Internet of Things (IIoT) to solve the sharing problem of private information in smart factories. Firstly, we abstract smart factories as edge nodes and build decentralized, distributed trusted blockchain networks based on Ethereum clients on simulated edge devices and propose an Intelligent Elliptic Curve Digital Signature Algorithm (IECDSA) to guarantee the ownership of shared information by edge nodes. Secondly, we propose the Reputation-based Delegated Proof of Stake (RDPoS) consensus algorithm to improve the security and reliability of the Delegated Proof of Stake (DPoS) consensus algorithm. Furthermore, we design and implement an incentive mechanism based on information attributes to increase the motivation of edge nodes to share information. Finally, the proposed solution is simulated. Through theoretical and simulation experiments, it is proved that the blockchain-based privacy information security sharing scheme in IIoT can improve the enthusiasm of edge nodes to share information on the premise of ensuring the security of information sharing. |
| first_indexed | 2024-03-10T03:41:13Z |
| format | Article |
| id | doaj.art-965c541a860f4ab1a3cf8a6599d4f034 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-03-10T03:41:13Z |
| publishDate | 2022-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-965c541a860f4ab1a3cf8a6599d4f0342023-11-23T09:18:19ZengMDPI AGSensors1424-82202022-04-01229342610.3390/s22093426A Blockchain-Based Privacy Information Security Sharing Scheme in Industrial Internet of ThingsYue Wang0Tingyu Che1Xiaohu Zhao2Tao Zhou3Kai Zhang4Xiaofei Hu5National and Local Joint Engineering Laboratory of Internet Applied Technology on Mines, China University of Mining and Technology, Xuzhou 221008, ChinaNational and Local Joint Engineering Laboratory of Internet Applied Technology on Mines, China University of Mining and Technology, Xuzhou 221008, ChinaNational and Local Joint Engineering Laboratory of Internet Applied Technology on Mines, China University of Mining and Technology, Xuzhou 221008, ChinaNational and Local Joint Engineering Laboratory of Internet Applied Technology on Mines, China University of Mining and Technology, Xuzhou 221008, ChinaNational and Local Joint Engineering Laboratory of Internet Applied Technology on Mines, China University of Mining and Technology, Xuzhou 221008, ChinaSchool of Information and Business Management, Chengdu Neusoft University, Chengdu 611844, ChinaDue to the competitive relationship among different smart factories, equipment manufacturers cannot integrate the private information of all smart factories to train the intelligent manufacturing equipment fault prediction model and improve the accuracy of intelligent manufacturing equipment fault detection. The use of a low fault recognition rate model for smart factories will cause additional losses for them. In this work, we propose a blockchain-based privacy information security sharing scheme in Industrial Internet of Things (IIoT) to solve the sharing problem of private information in smart factories. Firstly, we abstract smart factories as edge nodes and build decentralized, distributed trusted blockchain networks based on Ethereum clients on simulated edge devices and propose an Intelligent Elliptic Curve Digital Signature Algorithm (IECDSA) to guarantee the ownership of shared information by edge nodes. Secondly, we propose the Reputation-based Delegated Proof of Stake (RDPoS) consensus algorithm to improve the security and reliability of the Delegated Proof of Stake (DPoS) consensus algorithm. Furthermore, we design and implement an incentive mechanism based on information attributes to increase the motivation of edge nodes to share information. Finally, the proposed solution is simulated. Through theoretical and simulation experiments, it is proved that the blockchain-based privacy information security sharing scheme in IIoT can improve the enthusiasm of edge nodes to share information on the premise of ensuring the security of information sharing.https://www.mdpi.com/1424-8220/22/9/3426privacy information security sharingIndustrial Internet of Thingsblockchainconsensus algorithmincentive mechanism |
| spellingShingle | Yue Wang Tingyu Che Xiaohu Zhao Tao Zhou Kai Zhang Xiaofei Hu A Blockchain-Based Privacy Information Security Sharing Scheme in Industrial Internet of Things Sensors privacy information security sharing Industrial Internet of Things blockchain consensus algorithm incentive mechanism |
| title | A Blockchain-Based Privacy Information Security Sharing Scheme in Industrial Internet of Things |
| title_full | A Blockchain-Based Privacy Information Security Sharing Scheme in Industrial Internet of Things |
| title_fullStr | A Blockchain-Based Privacy Information Security Sharing Scheme in Industrial Internet of Things |
| title_full_unstemmed | A Blockchain-Based Privacy Information Security Sharing Scheme in Industrial Internet of Things |
| title_short | A Blockchain-Based Privacy Information Security Sharing Scheme in Industrial Internet of Things |
| title_sort | blockchain based privacy information security sharing scheme in industrial internet of things |
| topic | privacy information security sharing Industrial Internet of Things blockchain consensus algorithm incentive mechanism |
| url | https://www.mdpi.com/1424-8220/22/9/3426 |
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