TY - JOUR
T1 - A Blockchain-Enabled Framework for Enhancing Scalability and Security in IIoT
AU - Li, Ruonan
AU - Qin, Yang
AU - Wang, Canhui
AU - Li, Mengya
AU - Chu, Xiaowen
N1 - Funding Information:
This work was supported by the Shenzhen Fundamental Research Program under Grant XMHT20190108009. An earlier version of this paper was presented at the 2021 IEEE International Conference on Communications (ICC) [DOI: 10.1109/ICC42927.2021.9500403]. Paper no. TII-22-1037. (Corresponding author: Yang Qin.)
Publisher Copyright:
© 2022 IEEE.
PY - 2023/6
Y1 - 2023/6
N2 - Industrial Internet of Things (IIoT) technology is widely used in modern industrial fields like transportation, but data security remains a major challenge. The blockchain-based access control mechanism can address the data security issue by preventing unauthorized devices from accessing limited IIoT resources. However, most existing blockchain-based access control mechanism for IIoT still has scalability and privacy issues. To deal with the above-mentioned problems, we propose a new scalable and secure strategy for the blockchain-based access control framework for IIoT via sharding, which consists of two components. First, the network sharding scheme based on the access frequency set (N2SAF) is designed to 1) improve the scalability of our proposed strategy by transaction sharding to reduce the storage pressure on nodes, and 2) increase the transaction processing speed on a three-layer architecture based on cloud-edge-device in IIoT. Second, the privacy protection scheme based on a Bloom filter (P2BF) is designed to deal with the privacy leakage problem caused by anonymous address clustering. Simulation results show that our proposed strategy improves the scalability of the system compared to existing methods while ensuring the security of the shard network, especially in large-scale IIoT environments.
AB - Industrial Internet of Things (IIoT) technology is widely used in modern industrial fields like transportation, but data security remains a major challenge. The blockchain-based access control mechanism can address the data security issue by preventing unauthorized devices from accessing limited IIoT resources. However, most existing blockchain-based access control mechanism for IIoT still has scalability and privacy issues. To deal with the above-mentioned problems, we propose a new scalable and secure strategy for the blockchain-based access control framework for IIoT via sharding, which consists of two components. First, the network sharding scheme based on the access frequency set (N2SAF) is designed to 1) improve the scalability of our proposed strategy by transaction sharding to reduce the storage pressure on nodes, and 2) increase the transaction processing speed on a three-layer architecture based on cloud-edge-device in IIoT. Second, the privacy protection scheme based on a Bloom filter (P2BF) is designed to deal with the privacy leakage problem caused by anonymous address clustering. Simulation results show that our proposed strategy improves the scalability of the system compared to existing methods while ensuring the security of the shard network, especially in large-scale IIoT environments.
KW - Blockchain
KW - Industrial Internet of Things (IIoT)
KW - privacy protection
KW - scalability
KW - sharding
UR - http://www.scopus.com/inward/record.url?scp=85139491577&partnerID=8YFLogxK
U2 - 10.1109/TII.2022.3210216
DO - 10.1109/TII.2022.3210216
M3 - Journal article
AN - SCOPUS:85139491577
SN - 1551-3203
VL - 19
SP - 7389
EP - 7400
JO - IEEE Transactions on Industrial Informatics
JF - IEEE Transactions on Industrial Informatics
IS - 6
ER -