物联网安全体系下的实验室安防监控系统设计  

Design of Laboratory Security Monitoring System under IoT Security

作　　者：刘江南 王硕 冯鸿 王茜 亓树正 李秀滢[1] 王金旭 LIU Jiang-nan;WANG Shuo;FENG Hong;WANG Qian;QI Shu-zheng;LI Xiu-ying;WANG Jin-xu(Beijing Electronic Science and Technology Institute)

机构地区：[1]北京电子科技学院

出　　处：《中国集成电路》2022年第12期62-69,共8页China lntegrated Circuit

摘　　要：传统高校实验室的安防管理高度依赖于管理人员,信息化程度不高,实效性较差。在万物互联的当下,本文基于物联网和人工智能技术提出了一套针对高校实验室安防监控的管理信息系统解决方案,以助力高校实验室的安防管理能力的提升。系统利用物联网技术解决环境实时监控问题,利用改进的Inception-V3模型算法和ARIMA模型算法来提升系统的智能监测预警能力。针对传统物联网系统存在的信息安全问题,本文提出了一套安全解决方案来保障系统数据的安全可信,其利用安全芯片设计传感节点和网关设备,基于商密算法和平衡二叉树算法设计轻量级的安全通信协议。The security management of traditional university laboratories is highly dependent on the management per-sonnel,and the degree of informationization is not high and the effectiveness is poor.In the era of interconnected ev-erything,this paper proposes a management information system solution for security monitoring in college laboratories based on IoT and artificial intelligence technology to help improve the security management capability of college labo-ratories.The system uses IoT technology to solve the problem of real-time environmental monitoring,and uses the improved Inception-V3 model algorithm and ARIMA model algorithm to enhance the system's intelligent monitoring and warning capability.To address the information security problems of traditional IoT systems,this paper proposes a se-curity solution to guarantee the security and trustworthiness of system data,which uses security chips to design sens-ing nodes and gateway devices,and lightweight secure communication protocols based on quotient secret algorithm and balanced binomial tree algorithm.

关 键 词：物联网 人工智能 安全芯片 ARIMA Inception-V3 

分 类 号：TP309[自动化与计算机技术—计算机系统结构]