Blockchain-based autonomous decentralized trust management for social network

被引:0
|
作者
Huang, Qi-An [1 ]
Si, Yain-Whar [1 ]
机构
[1] Univ Macau, Dept Comp & Informat Sci, Macau, Peoples R China
来源
JOURNAL OF SUPERCOMPUTING | 2024年 / 80卷 / 10期
关键词
Trust management; Blockchain; Proof-of-trust; Data credibility; Social network; FRAMEWORK;
D O I
10.1007/s11227-024-06024-w
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In a permissionless social network environment, it is difficult for a user to assess the trustworthiness of other users. Thus, trust management becomes a crucial issue for securing social activities. The conventional method for assessing trust involves an authority to identify fakes. However, generative AI is gradually reducing the ability to distinguish by producing vivid news or images. Additionally, modern social networks are becoming flatter and more diverse, making conventional trust management methods unfeasible. There is an urgent need to design a suitable blockchain consensus for decentralized trust management. In this paper, we propose a novel three-layer autonomous trust management model for online social users based on blockchain technology and group decision making. Instead of solving a hash puzzle, which consumes too much computational resources for social network users, this paper proposes a lightweight and verifiable blockchain consensus proof of trust for decentralized trust management. Furthermore, performance analysis and simulation results show that our model is valid and flexible for both synthetic networks and real social networks.
引用
收藏
页码:14752 / 14772
页数:21
相关论文
共 50 条
  • [21] Blockchain-Based Trust and Reputation Management in SIoT
    Alam, Sana
    Zardari, Shehnila
    Shamsi, Jawwad Ahmed
    ELECTRONICS, 2022, 11 (23)
  • [22] Blockchain-Based Trust Management for IoMT Environment
    Fourati, Mariem
    Meddeb-Makhlouf, Amel
    Zarai, Faouzi
    VERIFICATION AND EVALUATION OF COMPUTER AND COMMUNICATION SYSTEMS, VECOS 2023, 2024, 14368 : 149 - 162
  • [23] Blockchain-Based Trust Management for Internet of Vehicles
    Zhang, Haibin
    Liu, Jiajia
    Zhao, Huanlei
    Wang, Peng
    Kato, Nei
    IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2021, 9 (03) : 1397 - 1409
  • [24] LBTM: A lightweight blockchain-based trust management system for social internet of things
    Mohammad Amiri-Zarandi
    Rozita A. Dara
    Evan Fraser
    The Journal of Supercomputing, 2022, 78 : 8302 - 8320
  • [25] A Blockchain-based Database System for Decentralized Information Management
    Yan, Dekai
    jia, Xiaohua
    Shu, Jiangang
    Yu, Rutao
    2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2021,
  • [26] LBTM: A lightweight blockchain-based trust management system for social internet of things
    Amiri-Zarandi, Mohammad
    Dara, Rozita A.
    Fraser, Evan
    JOURNAL OF SUPERCOMPUTING, 2022, 78 (06): : 8302 - 8320
  • [27] Governance impacts of blockchain-based decentralized autonomous organizations: an empirical analysis
    Rikken, Olivier
    Janssen, Marijn
    Kwee, Zenlin
    POLICY DESIGN AND PRACTICE, 2023, 6 (04) : 465 - 487
  • [28] Blockchain-based distributed management system for trust in VANET
    Inedjaren, Youssef
    Maachaoui, Mohamed
    Zeddini, Besma
    Barbot, Jean-Pierre
    VEHICULAR COMMUNICATIONS, 2021, 30
  • [29] Blockchain-Based Multidimensional Trust Management in Edge Computing
    Wang, Yan
    Wu, Zenan
    IEEE ACCESS, 2023, 11 : 122736 - 122748
  • [30] A blockchain-based trust management method for Internet of Things
    Wu, Xu
    Liang, Junbin
    PERVASIVE AND MOBILE COMPUTING, 2021, 72