Paper
26 June 2023 Internet of Things: oriented data security risk monitoring system
Rongjie Mao
Author Affiliations +
Proceedings Volume 12714, International Conference on Computer Network Security and Software Engineering (CNSSE 2023); 127140B (2023) https://doi.org/10.1117/12.2683545
Event: Third International Conference on Computer Network Security and Software Engineering (CNSSE 2023), 2023, Sanya, China
Abstract
In order to realize real-time dynamic monitoring, remote visualization in different places, and improve the efficiency of data collection, transmission and processing in the process of subway security risk monitoring, a data security risk monitoring system for Internet of Things is proposed. Firstly, this paper puts forward the application of Internet of Things technology in subway safety monitoring. Through the application of information perception, processing, security and other technologies, a real-time online perception and intelligent management system of underground environment is constructed, which provides a safe and controllable real-time monitoring function. Secondly, in each module of the monitoring system, this paper mainly makes discriminant analysis for the early warning module, and establishes the subway safety early warning model by using fuzzy comprehensive evaluation method, and compares it with other comprehensive evaluation methods such as BP neural network. The results show that the fuzzy comprehensive evaluation method has strong theory and application in subway safety early warning. The similarity between the evaluation results and the results of multi-index grey interval number correlation decision, artificial neural network and regression analysis is above 82%, and it is in line with the actual situation on the spot. It can reliably provide scientific and reasonable theoretical basis for subway safety early warning and formulating risk response measures, guide site construction, and provide reference for other similar projects.
© (2023) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Rongjie Mao "Internet of Things: oriented data security risk monitoring system", Proc. SPIE 12714, International Conference on Computer Network Security and Software Engineering (CNSSE 2023), 127140B (26 June 2023); https://doi.org/10.1117/12.2683545
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KEYWORDS
Computer security

Network security

Data transmission

Internet technology

Artificial neural networks

Intelligence systems

Internet

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