Design of Network Security Management System Based on K-Means Algorithm

Aiping Liu

2023

Abstract

The conventional network security management system focuses on the security of network data storage, and does not establish a network management architecture according to the actual needs of the system, which makes the network management always have security risks. Therefore, a network security management system based on K-Means algorithm is designed. In terms of hardware, S9300 switch and RJ45 port connector are designed. In terms of software, establish the function module of the network security management system, establish the network management architecture according to the actual needs of the system, and make the whole management process more reasonable. Optimize the density parameters of network security management based on K-Means algorithm, analyze the initiative and enthusiasm of network defense according to the network management architecture, and improve the network security defense capability to the greatest extent, so as to achieve network security management. The system test proves that the system has better performance and can be applied in real life.

Paper Citation

in Harvard Style

Liu A. (2023). Design of Network Security Management System Based on K-Means Algorithm. In Proceedings of the 2nd International Seminar on Artificial Intelligence, Networking and Information Technology - Volume 1: ANIT; ISBN 978-989-758-677-4, SciTePress, pages 104-109. DOI: 10.5220/0012275400003807

in Bibtex Style

@conference{anit23,
author={Aiping Liu},
title={Design of Network Security Management System Based on K-Means Algorithm},
booktitle={Proceedings of the 2nd International Seminar on Artificial Intelligence, Networking and Information Technology - Volume 1: ANIT},
year={2023},
pages={104-109},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012275400003807},
isbn={978-989-758-677-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Seminar on Artificial Intelligence, Networking and Information Technology - Volume 1: ANIT
TI - Design of Network Security Management System Based on K-Means Algorithm
SN - 978-989-758-677-4
AU - Liu A.
PY - 2023
SP - 104
EP - 109
DO - 10.5220/0012275400003807
PB - SciTePress