Towards Secure Industrial IoT: Blockchain System With Credit-Based Consensus Mechanism

被引:341
|
作者
Huang, Junqin [1 ]
Kong, Linghe [1 ]
Chen, Guihai [1 ]
Wu, Min-You [1 ]
Liu, Xue [2 ]
Zeng, Peng [3 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai 200240, Peoples R China
[2] McGill Univ, Dept Elect & Comp Engn, Montreal, PQ H3A 0G4, Canada
[3] Chinese Acad Sci, Shenyang Inst Automat, Lab Networked Control Syst, Shenyang 110016, Liaoning, Peoples R China
基金
国家重点研发计划;
关键词
Blockchain; credit-based; directed acyclic graph (DAG); efficiency; industrial IoT (IIoT); privacy; proof-of-work (PoW); security; INTERNET;
D O I
10.1109/TII.2019.2903342
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) plays an indispensable role for Industry 4.0, where people are committed to implement a general, scalable, and secure IIoT system to be adopted across various industries. However, existing IIoT systems are vulnerable to single point of failure and malicious attacks, which cannot provide stable services. Due to the resilience and security promise of blockchain, the idea of combining blockchain and Internet of Things (IoT) gains considerable interest. However, blockchains are power-intensive and low-throughput, which are not suitable for power-constrained IoT devices. To tackle these challenges, we present a blockchain system with credit-based consensus mechanism for IIoT. We propose a credit-based proof-of-work (PoW) mechanism for IoT devices, which can guarantee system security and transaction efficiency simultaneously. In order to protect sensitive data confidentiality, we design a data authority management method to regulate the access to sensor data. In addition, our system is built based on directed acyclic graph-structured blockchains, which is more efficient than the Satoshi-style blockchain in performance. We implement the system on Raspberry Pi, and conduct a case study for the smart factory. Extensive evaluation and analysis results demonstrate that credit-based PoW mechanism and data access control are secure and efficient in IIoT.
引用
收藏
页码:3680 / 3689
页数:10
相关论文
共 50 条
  • [1] B-IoT: Blockchain Driven Internet of Things with Credit-Based Consensus Mechanism
    Huang, Junqin
    Kong, Linghe
    Chen, Guihai
    Cheng, Long
    Wu, Kaishun
    Liu, Xue
    [J]. 2019 39TH IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2019), 2019, : 1348 - 1357
  • [2] Concordit: A credit-based incentive mechanism for permissioned redactable blockchain
    Zhao, Liushun
    Guo, Deke
    Luo, Lailong
    Shen, Yulong
    Ren, Bangbang
    Zhu, Shi
    Yang, Fangliao
    [J]. Computer Networks, 2024, 255
  • [3] A Secure Editable Blockchain Consensus Mechanism for IoT-Based Data Collection
    Hong, Hanshu
    Hu, Bing
    Sun, Zhixin
    [J]. HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2024, 14 : 1 - 14
  • [4] ETC-Oriented Efficient and Secure Blockchain: Credit-Based Mechanism and Evidence Framework for Vehicle Management
    Wang, Jishu
    Zhu, Rui
    Li, Tong
    Gao, Fengsen
    Wang, Qiang
    Xiao, Qiang
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (11) : 11324 - 11337
  • [5] Schloss: Blockchain-Based System Architecture for Secure Industrial IoT
    Ghajar, Fatemeh Ghovanlooy
    Sikora, Axel
    Welte, Dominik
    [J]. ELECTRONICS, 2022, 11 (10)
  • [6] Industrial IoT with Secure Authentication Mechanism Through Blockchain Technology
    Devi, Anju
    Rathee, Geetanjali
    Saini, Hemarj
    [J]. PROCEEDINGS OF THIRD DOCTORAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE, DOSCI 2022, 2023, 479 : 297 - 306
  • [7] A Secure and Trusted Mechanism for Industrial IoT Network Using Blockchain
    Rathee, Geetanjali
    Ahmad, Farhan
    Jaglan, Naveen
    Konstantinou, Charalambos
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 19 (02) : 1894 - 1902
  • [8] Consensus Mechanism of IoT Based on Blockchain Technology
    Wu, Yue
    Song, Liangtu
    Liu, Lei
    Li, Jincheng
    Li, Xuefei
    Zhou, Linli
    [J]. SHOCK AND VIBRATION, 2020, 2020
  • [9] Blockchain-based secure and smart healthcare IoT system using hybrid consensus mechanism with an honest block
    Kumari, Trishla
    Kumar, Rakesh
    Dwivedi, Rajendra Kumar
    [J]. HEALTH SERVICES AND OUTCOMES RESEARCH METHODOLOGY, 2024,
  • [10] A Secure Credit-Based Incentive Mechanism for Message Forwarding in Noncooperative DTNs
    Chen, Honglong
    Lou, Wei
    Wang, Zhibo
    Wang, Qian
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (08) : 6377 - 6388