A Blockchain-Enabled Framework for Enhancing Scalability and Security in IIoT

被引:18
作者
Li, Ruonan [1 ]
Qin, Yang [1 ]
Wang, Canhui [2 ]
Li, Mengya [1 ]
Chu, Xiaowen [3 ]
机构
[1] Harbin Inst Technol, Coll Comp Sci & Technol, Shenzhen 518055, Peoples R China
[2] Hong Kong Baptist Univ, Dept Comp Sci, Hong Kong, Peoples R China
[3] Hong Kong Univ Sci & Technol, Dept Comp Sci, Guangzhou 511458, Peoples R China
关键词
Blockchains; Industrial Internet of Things; Scalability; Costs; Privacy; Access control; Peer-to-peer computing; Blockchain; Industrial Internet of Things (IIoT); privacy protection; scalability; sharding;
D O I
10.1109/TII.2022.3210216
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:7389 / 7400
页数:12
相关论文
共 24 条
[1]   Customized blockchain-based architecture for secure smart home for lightweight IoT [J].
Ammi, Meryem ;
Alarabi, Shatha ;
Benkhelifa, Elhadj .
INFORMATION PROCESSING & MANAGEMENT, 2021, 58 (03)
[2]   Lockmix: a secure and privacy-preserving mix service for Bitcoin anonymity [J].
Bao, Zijian ;
Shi, Wenbo ;
Kumari, Saru ;
Kong, Zhi-yin ;
Chen, Chien-Ming .
INTERNATIONAL JOURNAL OF INFORMATION SECURITY, 2020, 19 (03) :311-321
[3]   On the Adoption of Physically Unclonable Functions to Secure IIoT Devices [J].
Barbareschi, Mario ;
Casola, Valentina ;
De Benedictis, Alessandra ;
Montagna, Erasmo La ;
Mazzocca, Nicola .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (11) :7781-7790
[4]   A Scalable Blockchain Framework for Secure Transactions in IoT [J].
Biswas, Sulit ;
Sharif, Kashif ;
Li, Fan ;
Nour, Boubakr ;
Wang, Yu .
IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (03) :4650-4659
[5]   Mixcoin: Anonymity for Bitcoin with Accountable Mixes [J].
Bonneau, Joseph ;
Narayanan, Arvind ;
Miller, Andrew ;
Clark, Jeremy ;
Kroll, Joshua A. ;
Felten, Edward W. .
FINANCIAL CRYPTOGRAPHY AND DATA SECURITY, FC 2014, 2014, 8437 :486-504
[6]   A Sharding Scheme-Based Many-Objective Optimization Algorithm for Enhancing Security in Blockchain-Enabled Industrial Internet of Things [J].
Cai, Xingjuan ;
Geng, Shaojin ;
Zhang, Jingbo ;
Wu, Di ;
Cui, Zhihua ;
Zhang, Wensheng ;
Chen, Jinjun .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (11) :7650-7658
[7]  
Capkun, 2013, Financial Cryptography and Data Security, P34, DOI [DOI 10.1007/978-3-642-39884-1, DOI 10.1007/978-3-642-39884-14]
[8]   Privacy-Preserving Tucker Train Decomposition Over Blockchain-Based Encrypted Industrial IoT Data [J].
Feng, Jun ;
Yang, Laurence Tianruo ;
Zhang, Ronghao ;
Gavuna, Benard Safari .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (07) :4904-4913
[9]  
Gervais A., 2016, P 2016 ACM SIGSAC C, P3, DOI [DOI 10.1145/2976749, 10.1145/2976749.2978341, DOI 10.1145/2976749.2978341]
[10]   Deep Image Denoising With Adaptive Priors [J].
Jiang, Bo ;
Lu, Yao ;
Wang, Jiahuan ;
Lu, Guangming ;
Zhang, David .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 32 (08) :5124-5136