BDIDA-IoT: A Blockchain-Based Decentralized Identity Architecture Enhances the Efficiency of IoT Data Flow
Source abstract
Abstract
With the booming development of the Internet of Things (IoT) industry, millions of data are generated every day. How to use and manage these data safely and efficiently has become a hot issue of concern to people. Due to the accumulation of IoT data, the isolated data island phenomenon makes it difficult to connect and interact with each data owner, and the security and privacy of IoT data also become a challenge. Blockchain is a decentralized database technology that uses distributed accounting to ensure reliable data transmission and access, along with smart contracts that can be executed automatically to program and manipulate data. At the same time, blockchain techniques have stronger security and privacy, which can better meet the needs of users. In this paper, we analyze the current management mode and challenges of IoT data and propose an IoT data platform based on blockchain. The proposed platform takes into account important factors including IoT data traceability, IoT data trusted transactions, etc. Our IoT data platform achieves the trusted management and transaction of IoT data. We also propose follow-up optimization solutions to expand the application scope of our platform and achieve more efficient management of IoT data.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Blockchain Technology Applications and Security · IoT and Edge/Fog Computing · Cryptography and Data Security
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
College of Big Data and Internet, Shenzhen Technology University, Shenzhen 518118, China
College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518061, China
Funding
National Natural Science Foundation of China · Shenzhen Colleges and Universities Stable Support Program · Shenzhen Science and Technology Program · Natural Science Foundation of Top Talent of SZTU · SZTU Project
References (30)
Show source-provided references
1. Abdelmaboud, A., Ahmed, A.I.A., Abaker, M., Eisa, T.A.E., Albasheer, H., Ghorashi, S.A., and Karim, F.K. (2022). Blockchain for IoT applications: Taxonomy, platforms, recent advances, challenges and future research directions. Electronics, 11.10.3390/electronics11040630 ↗
2. Privacy protection against attack scenario of federated learning using internet of things10.1080/17517575.2022.2101025 ↗
3. Yuan, B., Ge, S., and Xing, W. (2020). A federated learning framework for healthcare IoT devices. arXiv.
4. A survey on blockchain for information systems management and security10.1016/j.ipm.2020.102397 ↗
5. Balcerzak, A.P., Nica, E., Rogalska, E., Poliak, M., Klieštik, T., and Sabie, O.M. (2022). Blockchain technology and smart contracts in decentralized governance systems. Adm. Sci., 12.10.3390/admsci12030096 ↗
6. A blockchain-orchestrated deep learning approach for secure data transmission in IoT-enabled healthcare system10.1016/j.jpdc.2022.10.002 ↗
7. A blockchain future for internet of things security: A position paper10.1016/j.dcan.2017.10.006 ↗
8. BlockMedCare: A healthcare system based on IoT, Blockchain and IPFS for data management security10.1016/j.eij.2022.02.004 ↗
9. A security analysis of blockchain-based did services10.1109/ACCESS.2021.3054887 ↗
10. Towards federated learning at scale: System design
11. Maftei, A.A., Lavric, A., Petrariu, A.I., and Popa, V. (2023). Massive data storage solution for IoT devices using blockchain technologies. Sensors, 23.10.3390/s23031570 ↗
12. Bitcoin: A peer-to-peer electronic cash system
13. Blockchain Technology for ERP Systems: A Review
14. A survey of blockchain consensus safety and security: State-of-the-art, challenges, and future work10.1016/j.jss.2022.111555 ↗
15. Reed, D., Sporny, M., Longley, D., Allen, C., Grant, R., Sabadello, M., and Holt, J. (2020). Decentralized Identifiers (Dids) v1.0, World Wide Web Consortium, Inc.. Draft Community Group Report.
16. Self-verifiable content using decentralized identifiers10.1016/j.comnet.2023.109799 ↗
17. Dixit, A., Smith-Creasey, M., and Rajarajan, M. (2022, January 26–29). A Decentralized IIoT Identity Framework based on Self-Sovereign Identity using Blockchain. Proceedings of the IEEE 47th Conference on Local Computer Networks (LCN), Edmonton, AB, Canada.10.1109/LCN53696.2022.9843700 ↗
18. Fotiou, N., Thomas, Y., Xylomenos, G., Siris, V.A., and Polyzos, G.C. (2022, January 28–30). Authentication and Authorization for Content-Centric Routing using W3C DIDs and VCs. Proceedings of the IEEE Conference on Standards for Communications and Networking (CSCN), Thessaloniki, Greece.10.1109/CSCN57023.2022.10050998 ↗
19. Fan, X., Chai, Q., Xu, L., and Guo, D. (2020, January 6). DIAM-IoT: A decentralized identity and access management framework for internet of things. Proceedings of the 2nd ACM International Symposium on Blockchain and Secure Critical Infrastructure, Taipei, Taiwan.10.1145/3384943.3409436 ↗
20. An efficient decentralized identity management system based on range proof for social networks10.1109/OJCS.2023.3258188 ↗
21. Decentralized identity systems: Architecture, challenges, solutions and future directions
22. The elliptic curve digital signature algorithm (ECDSA)10.1007/s102070100002 ↗
23. Steichen, M., Fiz, B., Norvill, R., Shbair, W., and State, R. (August, January 30). Blockchain-based, decentralized access control for IPFS. Proceedings of the 2018 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), Halifax, NS, Canada.10.1109/Cybermatics_2018.2018.00253 ↗
24. Blockchain for managing heterogeneous internet of things: A perspective architecture10.1109/MNET.001.1900103 ↗
25. Mukh, I.M., Damião, F., Granjal, J., and Vilela, J.P. (2022, January 8–11). Blockchain-based device identity management with consensus authentication for IoT devices. Proceedings of the IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA.
26. Efficient hybrid centralized and blockchain-based authentication architecture for heterogeneous IoT systems
27. (2024, January 04). Baidu-DID. Available online: https://did.baidu.com.
28. Jing, Y., You, X., Bi, D., and Li, H. (2021, January 10–12). The decentralized identity and its application for industrial internet. Proceedings of the 3rd International Academic Exchange Conference on Science and Technology Innovation (IAECST), Guangzhou, China.10.1109/IAECST54258.2021.9695674 ↗
29. (2024, January 04). BSN-Spartan-DID. Available online: https://github.com/BSN-Spartan/DID.
30. FinTech as a game changer: Overview of research frontiers10.1287/isre.2021.0997 ↗