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保障数字化畜牧养殖——奶业和家禽业全面网络安全路线图

Safeguarding digital livestock farming - a comprehensive cybersecurity roadmap for dairy and poultry industries.

作者信息

Neethirajan Suresh

机构信息

Faculty of Agriculture, Agricultural Campus, Dalhousie University, Truro, NS, Canada.

Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada.

出版信息

Front Big Data. 2025 Apr 16;8:1556157. doi: 10.3389/fdata.2025.1556157. eCollection 2025.

Abstract

The rapid digital transformation of dairy and poultry farming through big data analytics and Internet of Things (IoT) innovations has significantly advanced precision management of feeding, animal health, and environmental conditions. However, this digitization has simultaneously escalated cybersecurity vulnerabilities, presenting serious threats to economic stability, animal welfare, and food safety. This paper provides an in-depth analysis of the evolving cyber threat landscape confronting digital livestock farming, examining ransomware incidents, hacktivist interference, and state-sponsored cyber intrusions. It critically assesses how compromised digital systems disrupt critical farm operations, including milking routines, feed formulations, and climate control, profoundly impacting animal health, productivity, and consumer trust. Responding to these challenges, we present a comprehensive cybersecurity roadmap that integrates established IT security practices with agriculture-specific requirements. The roadmap emphasizes advanced solutions, such as AI-driven anomaly detection, blockchain-based traceability, and integrated cybersecurity-biosecurity frameworks, tailored explicitly to safeguard livestock farming. Additionally, we highlight human-centric elements such as targeted workforce education, rural cybersecurity capacity building, and robust cross-sector collaboration as indispensable components of a resilient cybersecurity ecosystem. By synthesizing technical advancements, regulatory perspectives, and socio-economic insights, the paper proposes a proactive strategy to enhance data integrity, secure animal welfare, and reinforce food supply chains. Ultimately, we underscore that effective cybersecurity is not merely a technical consideration but foundational to ensuring the sustainable, ethical, and trustworthy advancement of livestock agriculture in a data-driven world.

摘要

通过大数据分析和物联网(IoT)创新对奶牛和家禽养殖进行的快速数字化转型,显著推进了喂养、动物健康和环境条件的精准管理。然而,这种数字化同时也加剧了网络安全漏洞,对经济稳定、动物福利和食品安全构成了严重威胁。本文深入分析了数字畜牧业面临的不断演变的网络威胁格局,研究了勒索软件事件、黑客活动干扰和国家支持的网络入侵。它批判性地评估了受损的数字系统如何扰乱关键的农场运营,包括挤奶程序、饲料配方和气候控制,对动物健康、生产力和消费者信任产生深远影响。针对这些挑战,我们提出了一个全面的网络安全路线图,将既定的信息技术安全实践与农业特定要求相结合。该路线图强调先进的解决方案,如人工智能驱动的异常检测、基于区块链的可追溯性以及专门为保护畜牧业量身定制的综合网络安全 - 生物安全框架。此外,我们强调以人为本的要素,如针对性强的劳动力教育、农村网络安全能力建设以及强大的跨部门合作,这些是弹性网络安全生态系统不可或缺的组成部分。通过综合技术进步、监管视角和社会经济见解,本文提出了一项积极的战略,以增强数据完整性、保障动物福利并加强食品供应链。最终,我们强调有效的网络安全不仅仅是一个技术考量,而是在数据驱动的世界中确保畜牧业可持续、合乎道德且值得信赖地发展的基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8279/12040926/4b460648763a/fdata-08-1556157-g0001.jpg

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