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Blockchain-based autonomous decentralized trust management for social network
Huang, Qi An; Si, Yain Whar
2024-03-26
Source PublicationJournal of Supercomputing
ISSN0920-8542
Volume80Issue:10Pages:14752-14772
Abstract

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.

KeywordBlockchain Data Credibility Proof-of-trust Social Network Trust Management
DOI10.1007/s11227-024-06024-w
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Hardware & Architecture ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS IDWOS:001191044400001
PublisherSPRINGERVAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS
Scopus ID2-s2.0-85188691476
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Citation statistics
Document TypeJournal article
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Corresponding AuthorHuang, Qi An; Si, Yain Whar
AffiliationDepartment of Computer and Information Science, University of Macau, Macao
First Author AffilicationUniversity of Macau
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Huang, Qi An,Si, Yain Whar. Blockchain-based autonomous decentralized trust management for social network[J]. Journal of Supercomputing, 2024, 80(10), 14752-14772.
APA Huang, Qi An., & Si, Yain Whar (2024). Blockchain-based autonomous decentralized trust management for social network. Journal of Supercomputing, 80(10), 14752-14772.
MLA Huang, Qi An,et al."Blockchain-based autonomous decentralized trust management for social network".Journal of Supercomputing 80.10(2024):14752-14772.
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