Residential College | false |
Status | 已發表Published |
Blockchain-based autonomous decentralized trust management for social network | |
Huang, Qi An; Si, Yain Whar | |
2024-03-26 | |
Source Publication | Journal of Supercomputing |
ISSN | 0920-8542 |
Volume | 80Issue: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. |
Keyword | Blockchain Data Credibility Proof-of-trust Social Network Trust Management |
DOI | 10.1007/s11227-024-06024-w |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Computer Science ; Engineering |
WOS Subject | Computer Science, Hardware & Architecture ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic |
WOS ID | WOS:001191044400001 |
Publisher | SPRINGERVAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS |
Scopus ID | 2-s2.0-85188691476 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Corresponding Author | Huang, Qi An; Si, Yain Whar |
Affiliation | Department of Computer and Information Science, University of Macau, Macao |
First Author Affilication | University of Macau |
Corresponding Author Affilication | University 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. |
Files in This Item: | There are no files associated with this item. |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment