农业大数据学报2024，Vol.6Issue(3)：333-350,18.DOI:10.19788/j.issn.2096-6369.000039
基于云链融合的农业大数据安全治理模型研究
Agri-CBI:Agricultural Big Data Security Governance Model Leveraging Cloud-Blockchain Integration
摘要
Abstract
The current agricultural production model in China is transitioning from traditional to smart agriculture.In response to the continuous expansion of data scale in various agricultural organizations and the problem of"Data Silos"in data sharing,it is difficult to gather agricultural data on a large scale to guide precise agricultural decision-making.This study is based on Cloud-Blockchain Integration and data security governance related technologies in distributed agriculture scenarios to solve the above-mentioned problems and explore their practical application effects.In a distributed agricultural scenario,based on IPFS,blockchain,and cloud computing,design an agricultural big data governance algorithm that can be deployed on smart contracts,construct a multi-party agricultural data aggregation model,as well as a complete,secure,traceable data protection model and typical scenario application model.Taking the agricultural production of Huaxing Farm and its affiliated agricultural organizations in Changji,Xinjiang as an example,further build a Cloud-Blockchain Integration agricultural big data platform.By comparing the performance of the agricultural big data governance model based on Cloud-Blockchain Integration with two traditional models,the experiment shows that the comprehensive performance of the model in this article can achieve a better balance and achieved better performance compared to the traditional models.关键词
农业大数据/农业数据治理/云链融合/农业数据汇聚/分布式学习安全Key words
agricultural big data/agricultural data governance/cloud-blockchain integration/agricultural data aggregation/distributed learning security引用本文复制引用
岳瑞君,何亮,汤敏睿,严威,刘胜全,杨婉霞,孙卫红,黄永峰..基于云链融合的农业大数据安全治理模型研究[J].农业大数据学报,2024,6(3):333-350,18.基金项目
新一代人工智能国家科技重大专项(2022ZD0115801). （2022ZD0115801）
