作物生产智能装备潜在安全风险分析

中图分类号：S23：TP309 文献标识码：A 文章编号：2095-5553（2025）10-0318-07

Abstract：Inteligentequipmentforcrop productionsignificantlyenhancesagricultural efficiencyandqualitythrough its precisionand high eficiency，providing strong momentum forthedevelopmentofmodern agriculture.However，alongside these benefits，such equipmentalso harborsvarious securityrisks，including data breaches，lack of transparency in intellgent models，and equipment failures.If theseisues arenot addressed，theycould have serious negative impactson agricultural production.Despite this，research focusing on the analysisof securityrisksasociated with smart crop productionequipment hasyettobefound.Inlightofthis，this paperanalyzes thepotential securityrisksasociatedwith smart crop production equipment，such as data securityrisks，intellgent model security risks，equipment failure risks，and safetyrisks forequipment operators. Corresponding countermeasures are proposed toaddress these security risks， includingtheapplicationofemerging technologies toensure data security，strengtheningthereliabilityandinterpretability ofmodels，enhancing thesoftwareand hardwaresystemsof smartequipment，and providing professional training for operators.This aims to provideuseful references and insights for ensuring the safetyandsustainable development of crop production，holding significant practical importance.

Keywords：agricultural intelligent equipmentrisks；crop；datasecurityrisks；intellgent model riss；modelbias；risk response strategies

0 引言

农业作为我国国民经济的基础，其健康、稳定发展，对国计民生和社会稳定有着至关重要的作用[12]。（剩余15945字）