Data Secure Storage Mechanism for IIoT Based on Blockchain

被引:1
作者
Wang, Jin [1 ,2 ]
Huang, Guoshu [1 ]
Huang, Ding [4 ]
Sherratt, R. Simon [3 ]
Ni, Jia [4 ]
机构
[1] Fujian Univ Technol, Sch Comp Sci & Math, Fuzhou 350118, Peoples R China
[2] Changsha Univ Sci & Technol, Sch Comp & Commun Engn, Changsha 410004, Peoples R China
[3] Univ Reading, Sch Syst Engn, Reading RG6 6AY, England
[4] Nanjing Univ Informat Sci & Technol, Sch Comp, Nanjing 210044, Peoples R China
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2024年 / 78卷 / 03期
基金
美国国家科学基金会;
关键词
Blockchain; IIoT; data storage; cryptographic commitment; IOT; NETWORKS; INTERNET;
D O I
10.32604/cmc.2024.047468
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the development of Industry 4.0 and big data technology, the Industrial Internet of Things (IIoT) is hampered by inherent issues such as privacy, security, and fault tolerance, which pose certain challenges to the rapid development of IIoT. Blockchain technology has immutability, decentralization, and autonomy, which can greatly improve the inherent defects of the IIoT. In the traditional blockchain, data is stored in a Merkle tree. As data continues to grow, the scale of proofs used to validate it grows, threatening the efficiency, security, and reliability of blockchain-based IIoT. Accordingly, this paper first analyzes the inefficiency of the traditional blockchain structure in verifying the integrity and correctness of data. To solve this problem, a new Vector Commitment (VC) structure, Partition Vector Commitment (PVC), is proposed by improving the traditional VC structure. Secondly, this paper uses PVC instead of the Merkle tree to store big data generated by IIoT. PVC can improve the efficiency of traditional VC in the process of commitment and opening. Finally, this paper uses PVC to build a blockchain-based IIoT data security storage mechanism and carries out a comparative analysis of experiments. This mechanism can greatly reduce communication loss and maximize the rational use of storage space, which is of great significance for maintaining the security and stability of blockchain-based IIoT.
引用
收藏
页码:4029 / 4048
页数:20
相关论文
共 49 条
[1]  
Ahmed H., 2022, Industrial Internet of ThingsTechnologies, Design and Applications, P1
[2]   Big IoT Healthcare Data Analytics Framework Based on Fog and Cloud Computing [J].
Alshammari, Hamoud ;
Abd El-Ghany, Sameh ;
Shehab, Abdulaziz .
JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2020, 16 (06) :1238-1249
[3]  
Ashton K., 2009, RFID J, V22, P97, DOI DOI 10.1145/2967977
[4]  
Bai L., 2018, Cyberspace Secur., V9, P87
[5]   Batching Techniques for Accumulators with Applications to IOPs and Stateless Blockchains [J].
Boneh, Dan ;
Bunz, Benedikt ;
Fisch, Ben .
ADVANCES IN CRYPTOLOGY - CRYPTO 2019, PT 1, 2019, 11692 :561-586
[6]   The industrial internet of things (IIoT): An analysis framework [J].
Boyes, Hugh ;
Hallaq, Bit ;
Cunningham, Joe ;
Watson, Tim .
COMPUTERS IN INDUSTRY, 2018, 101 :1-12
[7]   Strong accumulators from collision-resistant hashing [J].
Camacho, Philippe ;
Hevia, Alejandro ;
Kiwi, Marcos ;
Opazo, Roberto .
INFORMATION SECURITY, PROCEEDINGS, 2008, 5222 :471-+
[8]  
Campbell M, 2020, IRISH LITERATURE IN TRANSITION, 1830-1880, P3, DOI 10.1007/978-3-030-64834-3_1
[9]  
Catalano D, 2013, LECT NOTES COMPUT SC, V7778, P55, DOI 10.1007/978-3-642-36362-7_5
[10]  
Colombo A W., 2014, The Imc-aesop Approach, V22, P4, DOI [DOI 10.1007/978-3-319-11620-4, 10.1007/978-3-319-11620-4]