Security Management Method of Public Sentiment Analysis Based on Blockchain and Edge Computing

被引:0
|
作者
Liu, Tao [1 ,2 ]
Liu, Qingyuan [3 ]
Chen, Ting [4 ]
机构
[1] China Univ Polit Sci & Law, Sch Business, Beijing 100088, Peoples R China
[2] Minist Educ, Ctr Sci Res & Dev Higher Educ Inst, Beijing 100816, Peoples R China
[3] Dalian Univ Technol, Sch Software Technol, Dalian 116024, Peoples R China
[4] Univ Elect Sci & Tech China, Inst Cyberspace Secur, Chengdu 610056, Peoples R China
基金
中国国家自然科学基金;
关键词
Blockchains; Edge computing; Sentiment analysis; Security; Data processing; Computer architecture; Data privacy; Blockchain; convergence media; edge computing; group key; public opinion analysis; RESOURCE-ALLOCATION; NETWORKS; SYSTEMS; ISSUES;
D O I
10.1109/TCYB.2024.3403923
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The popularization of the Internet and the rise of social media enable people to share and access information rapidly, leading to a significant increase in the importance of public opinion analysis. However, public opinion analysis still needs help with issues, such as data security, data sharing, and data credibility, which may result in information leakage and inaccurate analysis results. This article proposes a secure management method for public opinion analysis to address these issues. First, a group key management framework is proposed, and then device grouping and mutual authentication methods are used to determine device identity, addressing the data security issue. A dynamic key generation algorithm is proposed to solve the data sharing problem, and a group key management algorithm is implemented to manage the entire lifecycle of group keys, addressing the data credibility issue and establishing a more secure data processing, and storage environment for public opinion analysis. This article utilizes OpenEthereum to build a blockchain network and conducts simulation experiments on the proposed solution. After comprehensive evaluation, it is confirmed that the solution is efficient and scalable.
引用
收藏
页码:6397 / 6409
页数:13
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