A blockchain-empowered framework for decentralized trust management in Internet of Battlefield Things

被引:3
|
作者
Wang, Houtian [1 ]
Wang, Taotao [2 ]
Shi, Long [3 ]
Liu, Naijin [1 ]
Zhang, Shengli [2 ]
机构
[1] China Acad Space Technol, Qian Xuesen Space Technol Lab, Beijing, Peoples R China
[2] Shenzhen Univ, Coll Elect & Informat Engn, Shenzhen 518060, Peoples R China
[3] Nanjing Univ Sci & Technol, Sch Elect & Opt Engn, Nanjing 210094, Peoples R China
关键词
Blockchain; Eigentrust; Internet of Battlefield Things; Trust management; RESEARCH ISSUES; REPUTATION; MODEL; IOT;
D O I
10.1016/j.comnet.2023.110048
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The security of the Internet of Battlefield Things (IoBT) is greatly challenged by malicious intrusions from external environments. To protect IoBT from such intrusions, it is crucial to implement trust management (TM) at the node level. However, the decentralized and dynamic nature of IoBT means that participating nodes have no predetermined trust relationships. To address this issue, we propose a blockchain-empowered framework to achieve decentralized TM in IoBT. We begin by introducing a network model that integrates the space and ground segments with portable ping-pong stations. In the absence of fixed infrastructure, these stations enable rapid networking among combat units in IoBT. We also leverage these stations to form a blockchain network that manages decentralized trusts among IoBT nodes. Our blockchain-empowered TM framework consists of three algorithmic components: (i) Local Trust Computation: each IoBT node uses a local trust computation algorithm to compute the local trusts of its neighboring nodes; (ii) Global Trust Aggregation: portable ping-pong stations use a global trust aggregation algorithm to aggregate the global trusts of IoBT nodes; (iii) Blockchain Consensus Process: the global trusts of IoBT nodes are updated to the blockchain. We have also developed a new consensus algorithm that incentivizes blockchain nodes to proactively maintain the real trusts of IoBT nodes. We conducted several simulations incorporating different attack models of malicious nodes and system setups to comprehensively evaluate the performance of our TM framework. The simulation results demonstrate that our blockchain-empowered decentralized TM effectively suppresses the probability of successful attacks and thus improves the security of IoBT. In summary, our proposed framework offers a promising solution for achieving decentralized TM in IoBT, and we believe that it has the potential to significantly enhance the security of this rapidly developing field.
引用
收藏
页数:13
相关论文
共 50 条
  • [11] Dynamic Access Control and Trust Management for Blockchain-Empowered IoT
    Wang, Peng
    Xu, Ning
    Zhang, Haibin
    Sun, Wen
    Benslimane, Abderrahim
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (15) : 12997 - 13009
  • [12] Efficient Blockchain-empowered Data Sharing Incentive Scheme for Internet of Things
    Cai T.
    Lin H.
    Chen W.-H.
    Zheng Z.-B.
    Yu Y.
    Ruan Jian Xue Bao/Journal of Software, 2021, 32 (04): : 953 - 972
  • [13] Cooperative and Distributed Computation Offloading for Blockchain-Empowered Industrial Internet of Things
    Chen, Wuhui
    Zhang, Zhen
    Hong, Zicong
    Chen, Chuan
    Wu, Jiajing
    Maharjan, Sabita
    Zheng, Zibin
    Zhang, Yan
    IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (05) : 8433 - 8446
  • [14] BEADS: Blockchain-Empowered Auction in Decentralized Storage
    Huang, Xinxuan
    Wu, Jigang
    Li, Jiaxing
    Xia, Chengpeng
    19TH IEEE INTERNATIONAL SYMPOSIUM ON PARALLEL AND DISTRIBUTED PROCESSING WITH APPLICATIONS (ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM 2021), 2021, : 368 - 373
  • [15] Decentralized Blockchain-Based Trust Management Protocol for the Internet of Things
    Kouicem, Djamel Eddine
    Imine, Youcef
    Bouabdallah, Abdelmadjid
    Lakhlef, Hicham
    IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2022, 19 (02) : 1292 - 1306
  • [16] Decentralized Applications: The Blockchain-Empowered Software System
    Cai, Wei
    Wang, Zehua
    Ernst, Jason B.
    Hong, Zhen
    Feng, Chen
    Leung, Victor C. M.
    IEEE ACCESS, 2018, 6 : 53019 - 53033
  • [17] A Secure Data Aggregation Strategy in Edge Computing and Blockchain-Empowered Internet of Things
    Wang, Xiaoding
    Garg, Sahil
    Lin, Hui
    Kaddoum, Georges
    Hu, Jia
    Hossain, M. Shamim
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (16): : 14237 - 14246
  • [18] Blockchain-Empowered Decentralized Philanthropic Charity for Social Good
    Ahmed, Istiaque
    Fumimoto, Kai
    Nakano, Tadashi
    Tran, Thi Hong
    SUSTAINABILITY, 2024, 16 (01)
  • [19] MSLShard: An efficient sharding-based trust management framework for blockchain-empowered IoT access control
    Tian, Jin
    Tian, Junfeng
    Du, Ruizhong
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2024, 185
  • [20] Blockchain-Empowered Edge Intelligence for Internet of Medical Things against COVID-19
    Dai H.-N.
    Wu Y.
    Wang H.
    Imran M.
    Haider N.
    IEEE Internet of Things Magazine, 2021, 4 (02): : 34 - 39