工业物联网安全威胁综述
(1.舟山中远海运重工有限公司,浙江 舟山 316131;2.同济大学,上海 201804)
摘要
随着工业物联网技术广泛应用,其安全问题日益凸显。文章调研国内外研究成果,综述工业物联网的安全威胁。首先定义工业物联网并阐述其在工业生产中的重要性。其次,详细分析其三层架构(感知层、网络层、应用层)的特点及威胁:感知层面临射频识别标签被破坏、无线传感器网络通信被干扰等风险;网络层因通信协议效率低、安全性不足,易出现身份认证漏洞和数据通信隐患;应用层需应对MQTT和CoAP协议的漏洞,如身份验证缺失、授权不当、加密不足等。最后,文章总结各层安全威胁的多样性和复杂性,呼吁采取综合性安全策略,包括机器学习、提升安全协议、强化身份验证和加密措施,发展先进威胁检测技术,保障工业物联网健康发展。
关键词
工业物联网;无线传感器网络;入侵检测;射频识别;机器学习
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作者简介
周建华(1974—),男,汉族,江西进贤人,正高级工程师,博士研究生,研究方向:船舶与海洋工程;马川(1979—),男,汉族,山东邹平人,工程师,本科,研究方向:船舶与海洋工程;朱雨雷(1981—),男,汉族,浙江舟山人,高级工程师,本科,研究方向:船舶企业科技创新与数智化转型;黎曦翔(2000—),男,汉族,安徽宣城人,硕士研究生在读,研究方向:控制科学与工程。