Speeding at the Edge: An Efficient and Secure Redactable Blockchain for IoT-Based Smart Grid Systems

被引:7
|
作者
Lu, Youshui [1 ,2 ]
Tang, Xiaojun [1 ]
Liu, Lei [3 ]
Yu, F. Richard [4 ]
Dustdar, Schahram [5 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect Engn, Xian 710049, Peoples R China
[2] Chinese Acad Agr Sci, Agr Informat Inst, Key Lab Agr Blockchain Applicat, Minist Agr & Rural Affairs, Beijing 100081, Peoples R China
[3] Xidian Univ, Guangzhou Inst Technol, Guangzhou 510555, Peoples R China
[4] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
[5] Vienna Univ Technol, Distributed Syst Grp, A-1040 Vienna, Austria
基金
中国博士后科学基金;
关键词
Blockchain; Chameleon hash (CH); edge computing; industrial Internet of Things (IoT); redactable blockchain; MANAGEMENT SCHEME;
D O I
10.1109/JIOT.2023.3253601
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As a promising approach to extending cloud resources and services, blockchain-enabled Internet of Things (IoT)-based smart grid edge computing has attracted much attention. However, the edge node's resource-constraint nature makes it difficult to store the entire chain as the sensing IoT data volume increases. To address this issue, we propose an FS scheme, a fast and secure multithreshold trapdoor Chameleon hash scheme which serves as the basis for block substitution at the edge nodes to solve the storage limitation problem. The FS scheme is used to achieve a consensus-based block substitution, which allows t-out-of-n edge nodes to compute a hash collision collaboratively to reliably substitute a historical block without leaking the randomness R. Also, inspired by the rationale of fast polynomial interpolation, we optimize the FS scheme to FS-I to reduce the time complexity from O(nt) to O(tlog(2)t). In addition, we further optimize FS-I to FS-II by using a fast Fourier transform (FFT) to dramatically improve the computational efficiency of Lagrange interpolation, which leads to a significant improvement in terms of block substitution performance. Finally, We provide security analysis and evaluate the performance through comprehensive experiments and the results show that FS can achieve up to several magnitudes better than DTTCH. The results also demonstrate that the FS scheme can provide high service quality for large-scale IoT-based smart grid systems.
引用
收藏
页码:12886 / 12897
页数:12
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