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
  • [41] On coexistence of decentralized system (blockchain) and central management in Internet-of-Things
    Watanabe, Hiroshi
    2022 IEEE 1ST GLOBAL EMERGING TECHNOLOGY BLOCKCHAIN FORUM: BLOCKCHAIN & BEYOND, IGETBLOCKCHAIN, 2022,
  • [42] Blockchain-Empowered Socially Optimal Transactive Energy System: Framework and Implementation
    Yang, Qing
    Wang, Hao
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (05) : 3122 - 3132
  • [43] Towards the Design of a Trust Management Framework for the Internet of Things
    Pal, Shantanu
    Hitchens, Michael
    Varadharajan, Vijay
    2019 13TH INTERNATIONAL CONFERENCE ON SENSING TECHNOLOGY (ICST), 2019,
  • [44] Blockchain-Empowered Decentralized Horizontal Federated Learning for 5G-Enabled UAVs
    Feng, Chaosheng
    Liu, Bin
    Yu, Keping
    Goudos, Sotirios K.
    Wan, Shaohua
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18 (05) : 3582 - 3592
  • [45] Blockchain-Empowered Metaverse: Decentralized Crowdsourcing and Marketplace for Trading Machine Learning Data and Models
    Duy Le, Hung
    Tuan Truong, Vu
    Bao Le, Long
    IEEE ACCESS, 2024, 12 : 68556 - 68572
  • [46] Blockchain enabled dynamic trust management method for the internet of medical things
    Xiang, Xinyin
    Cao, Jin
    Fan, Weiguo
    Xiang, Shousheng
    Wang, Gang
    DECISION SUPPORT SYSTEMS, 2024, 180
  • [47] A blockchain-empowered secure federated domain generalization framework for machinery fault diagnosis
    Zhang, Shucheng
    Jiang, Pei
    Li, Xiaobin
    Yin, Chao
    Wang, Xi Vincent
    ADVANCED ENGINEERING INFORMATICS, 2024, 62
  • [48] On the Design of Secure Communication Framework for Blockchain-Based Internet of Intelligent Battlefield Things Environment
    Wazid, Mohammad
    Das, Ashok Kumar
    Shetty, Sachin
    Rodrigues, Joel J. P. C.
    IEEE INFOCOM 2020 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2020, : 888 - 893
  • [49] Decentralized Web of Trust and Authentication for the Internet of Things
    Durand, Arnaud
    Gremaud, Pascal
    Pasquier, Jacques
    IOT'17: PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON THE INTERNET OF THINGS, 2017, : 175 - 176
  • [50] Decentralized Trust Evaluation in Vehicular Internet of Things
    Guleng, Siri
    Wu, Celimuge
    Chen, Xianfu
    Wang, Xiaoyan
    Yoshinaga, Tsutomu
    Ji, Yusheng
    IEEE ACCESS, 2019, 7 : 15980 - 15988