<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>With the rapid development of the times, my country has made good innovation and progress in the Internet of Things technology, which has brought a lot of technical guarantees for computer network security. In the process of computer network security analysis and research, it is necessary to introduce the Internet of Things technology. In this paper, the CNN-GRU-PSO network is used to optimize the information classification control. Compared with the traditional model method, the CNN-GRU-PSO model method improves the accuracy rate from the original 86.4% to the original 95.5%. Nearly 10%; the precision rate increased from 84.3% to the original 91.2%, and the accuracy rate increased to nearly 7%; the recall rate was increased from 86.4% to the original 93.5%, and the accuracy rate increased to nearly 9%. The CNNGRU-PSO model optimizes network security management and formulates strict prevention mechanisms to ensure that computer networks can operate efficiently and safely.</p>
</abstract>

With the rapid development of the times, my country has made good innovation and progress in the Internet of Things technology, which has brought a lot of technical guarantees for computer network security. In the process of computer network security analysis and research, it is necessary to introduce the Internet of Things technology. In this paper, the CNN-GRU-PSO network is used to optimize the information classification control. Compared with the traditional model method, the CNN-GRU-PSO model method improves the accuracy rate from the original 86.4% to the original 95.5%. Nearly 10%; the precision rate increased from 84.3% to the original 91.2%, and the accuracy rate increased to nearly 7%; the recall rate was increased from 86.4% to the original 93.5%, and the accuracy rate increased to nearly 9%. The CNNGRU-PSO model optimizes network security management and formulates strict prevention mechanisms to ensure that computer networks can operate efficiently and safely.

Research on network security management monitoring platform based on Internet of things technology

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

With the rapid development of the times, my country has made good innovation and progress in the Internet of Things technology, which has brought a lot of...

Research on network security management monitoring platform based on Internet of things technology

Published Online: Apr 28, 2023

Page range: -

Received: Jan 23, 2022

Accepted: Jul 17, 2022

DOI: https://doi.org/10.2478/amns.2023.1.00057

Keywords
CNN-GRU-PSO, Computer network security, Information classification control

© 2023 Qiang Yang et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Research on network security management monitoring platform based on Internet of things technology

Published Online: Apr 28, 2023

Page range: -

Received: Jan 23, 2022

Accepted: Jul 17, 2022

DOI: https://doi.org/10.2478/amns.2023.1.00057

KeywordsCNN-GRU-PSO, Computer network security, Information classification control

© 2023 Qiang Yang et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
CNN-GRU-PSO, Computer network security, Information classification control