{"title":"Cyber security in smart agriculture: Threat types, current status, and future trends","authors":"","doi":"10.1016/j.compag.2024.109401","DOIUrl":null,"url":null,"abstract":"<div><p>Smart agriculture (SA), which combines the Internet of Things (IoT) with a variety of smart devices including unmanned aerial vehicles (UAVs),<!--> <!-->unmanned ground vehicles (UGVs), and computing systems, is an emerging technology that shows how far the agricultural sector has progressed. Usage of edge computing devices on farms has been growing in the past decades for increasing the yields by improving resource use efficiency through the utilization of temporal, spatial, and individual farm data. With the growing adoption of digital technology, the agricultural sector now offers tools and services for retaining, storing, and analyzing the vast amounts of data produced by Smart Agricultural systems. However, this industry is more vulnerable to cyber security risks due to its growing reliance on technology. This article presents a comprehensive assessment of the state-of-the-art consequences of SA and current cyber security concerns. In addition, this article delves into the structural framework of SA, thoroughly addressing the major security threats at each layer. This study also provides a complete overview of major developments and future research directions in agricultural cyber security for SA. These valuable insights into cyber security will encourage cyber security researchers to suggest more creative and innovative ideas in the future.</p></div>","PeriodicalId":50627,"journal":{"name":"Computers and Electronics in Agriculture","volume":null,"pages":null},"PeriodicalIF":7.7000,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers and Electronics in Agriculture","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0168169924007920","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
Smart agriculture (SA), which combines the Internet of Things (IoT) with a variety of smart devices including unmanned aerial vehicles (UAVs), unmanned ground vehicles (UGVs), and computing systems, is an emerging technology that shows how far the agricultural sector has progressed. Usage of edge computing devices on farms has been growing in the past decades for increasing the yields by improving resource use efficiency through the utilization of temporal, spatial, and individual farm data. With the growing adoption of digital technology, the agricultural sector now offers tools and services for retaining, storing, and analyzing the vast amounts of data produced by Smart Agricultural systems. However, this industry is more vulnerable to cyber security risks due to its growing reliance on technology. This article presents a comprehensive assessment of the state-of-the-art consequences of SA and current cyber security concerns. In addition, this article delves into the structural framework of SA, thoroughly addressing the major security threats at each layer. This study also provides a complete overview of major developments and future research directions in agricultural cyber security for SA. These valuable insights into cyber security will encourage cyber security researchers to suggest more creative and innovative ideas in the future.
智能农业(SA)结合了物联网(IoT)和各种智能设备,包括无人驾驶飞行器(UAV)、无人驾驶地面车辆(UGV)和计算系统,是一项新兴技术,显示了农业领域的进步。过去几十年来,农场边缘计算设备的使用不断增加,通过利用时间、空间和单个农场数据提高资源利用效率,从而提高产量。随着数字技术的日益普及,农业部门现在可以提供各种工具和服务,用于保留、存储和分析智能农业系统产生的大量数据。然而,由于对技术的依赖性越来越强,该行业更容易受到网络安全风险的影响。本文全面评估了智能农业系统的最新后果和当前的网络安全问题。此外,本文还深入探讨了 SA 的结构框架,彻底解决了每一层的主要安全威胁。本研究还全面概述了 SA 农业网络安全的主要发展和未来研究方向。这些对网络安全的宝贵见解将鼓励网络安全研究人员在未来提出更多具有创造性和创新性的想法。
期刊介绍:
Computers and Electronics in Agriculture provides international coverage of advancements in computer hardware, software, electronic instrumentation, and control systems applied to agricultural challenges. Encompassing agronomy, horticulture, forestry, aquaculture, and animal farming, the journal publishes original papers, reviews, and applications notes. It explores the use of computers and electronics in plant or animal agricultural production, covering topics like agricultural soils, water, pests, controlled environments, and waste. The scope extends to on-farm post-harvest operations and relevant technologies, including artificial intelligence, sensors, machine vision, robotics, networking, and simulation modeling. Its companion journal, Smart Agricultural Technology, continues the focus on smart applications in production agriculture.