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
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