A Federated Consensus for Proof of Authority in IoT-Blockchain Applications
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Abstract
The growing adoption of Internet of Things (IoT) devices and the need for secure and scalable blockchain applications pose significant challenges in the realm of consensus protocols. This paper proposes a novel consensus mechanism called Federated Consensus for Proof of Authority (Fed-PoA), which combines the advantages of Proof of Authority (PoA) and federated learning to achieve secure and scalable IoT-Blockchain applications. The Fed-PoA ensures efficient data sharing, privacy preservation, and decentralized operation. Performance evaluation of this model in a simulated environment demonstrates superior convergence and memory usage compared to a representative work in this context.
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References
Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., & Ayyash, M. (2015). Internet of things: A survey on enabling technologies, protocols, and applications. IEEE communications surveys & tutorials, 17(4), 2347-2376.
A. G, et al "An Intelligent LoRa based Women Protection and Safety Enhancement using Internet of Things," (I-SMAC), Dharan, Nepal, 2022, pp. 43-48, doi: 10.1109/I-SMAC55078.2022.9987425..
Wang, Y., Peng, H., Su, Z., Luan, T. H., Benslimane, A., & Wu, Y. (2022). A platform-free proof of federated learning consensus mechanism for sustainable blockchains. IEEE Journal on Selected Areas in Communications, 40(12), 3305-3324.
Khan, A. G., Zahid, A. H., Hussain, M., Farooq, M., Riaz, U., & Alam, T. M. (2019, November). A journey of WEB and Blockchain towards the Industry 4.0: An Overview. In 2019 International Conference on Innovative Computing (ICIC) (pp. 1-7). IEEE.
Qi, M., Wang, Z., Wu, F., Hanson, R., Chen, S., Xiang, Y., & Zhu, L. (2021). A blockchain-enabled federated learning model for privacy preservation: System design. In Information Security and Privacy: 26th Australasian Conference, ACISP 2021, Virtual Event, December 1–3, 2021, Proceedings 26 (pp. 473-489). Springer International Publishing.
de Oliveira, M. T., Reis, L. H., Medeiros, D. S., Carrano, R. C., Olabarriaga, S. D., & Mattos, D. M. (2020). Blockchain reputation-based consensus: A scalable and resilient mechanism for distributed mistrusting applications. Computer Networks, 179, 107367.
Ren, Z., & Zhou, Z. (2020). SURFACE: A Practical Blockchain Consensus Algorithm for Real-World Networks. arXiv preprint arXiv:2002.07565.
Pandey, R., Faiyaz, M. S., Singh, G., & Uddin, Z. (2023). Functional analysis of blockchain consensus algorithms. In Distributed Computing to Blockchain (pp. 207-233). Academic Press.
She, Z. (2022). VeChain: A Renovation of Supply Chain Management--A Look into its Organisation, Current Acitivity, and Prospect.
Al Asad, N., Elahi, M. T., Al Hasan, A., & Yousuf, M. A. (2020, November). Permission-based blockchain with proof of authority for secured healthcare data sharing. In 2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT) (pp. 35-40). IEEE.
Singh, S. K., Yang, L. T., & Park, J. H. (2023). FusionFedBlock: Fusion of blockchain and federated learning to preserve privacy in industry 5.0. Information Fusion, 90, 233-240.
Singh, S. K., Yang, L. T., & Park, J. H. (2023). FusionFedBlock: Fusion of blockchain and federated learning to preserve privacy in industry 5.0. Information Fusion, 90, 233-240.
Zhang, W., Lu, Q., Yu, Q., Li, Z., Liu, Y., Lo, S. K., ... & Zhu, L. (2020). Blockchain-based federated learning for device failure detection in industrial IoT. IEEE Internet of Things Journal, 8(7), 5926-5937.
Singh, S. K., Yang, L. T., & Park, J. H. (2023). Fusion FedBlock: Fusion of blockchain and federated learning to preserve privacy in industry 5.0. Information Fusion, 90, 233-240.
G. A "Efficient Internet of Things Enabled Smart Healthcare Monitoring System Using RFID Security Scheme" Intelligent Technologies for Sensors, 1st Edition, 2023, Apple Academic Press, ISBN: 9781003314851.
Boobalan, S., Das, S., Pandi, V.S., Swain, K.P., Palai, G, “Generation of multiple signals using single photonic structure at visible regime: a proposal to realize the harmonic generation”, Optical and Quantum Electronics, 2021, 53(8), 463.