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

<p>In the era of people’s access to information, the network has undergone tremendous development, the connection patterns of network attacks have become endless, and the number of attack network methods is increasing year by year. Based on the Markov model, the author studies the problem of network security authentication and aims to determine the truth of network security. In this way, network security managers can identify current network security issues, and we can gain a better understanding of the current network situation so that we can update our current security network promptly. The development process proposed by the author is simulated and the obtained results are all compared and evaluated. The experimental results show that the hidden Markov model algorithm is improved, the network security situation is better recognized, and the accuracy of the n network security problem is better known. At the same time, it is known to predict network security problems in the future according to the application model of predicting network security problems. Tests have shown that the development process is feasible and effective.</p>
</abstract>

In the era of people’s access to information, the network has undergone tremendous development, the connection patterns of network attacks have become endless, and the number of attack network methods is increasing year by year. Based on the Markov model, the author studies the problem of network security authentication and aims to determine the truth of network security. In this way, network security managers can identify current network security issues, and we can gain a better understanding of the current network situation so that we can update our current security network promptly. The development process proposed by the author is simulated and the obtained results are all compared and evaluated. The experimental results show that the hidden Markov model algorithm is improved, the network security situation is better recognized, and the accuracy of the n network security problem is better known. At the same time, it is known to predict network security problems in the future according to the application model of predicting network security problems. Tests have shown that the development process is feasible and effective.

Prediction of Cyberspace Security Data Based on the Markov Chain Model

Network Security and Informatization Office of Tianjin Normal University

Applied Mathematics and Nonlinear Sciences

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

{"article-title":"Prediction of Cyberspace Security Data Based on the Markov Chain Model"}

In the era of people’s access to information, the network has undergone tremendous development, the connection patterns of network attacks have become endless,...

Prediction of Cyberspace Security Data Based on the Markov Chain Model

Published Online: Jun 21, 2023

Page range: 2539 - 2548

Received: Aug 11, 2022

Accepted: Dec 26, 2022

DOI: https://doi.org/10.2478/amns.2023.1.00434

Keywords
Markov chain model, Cyberspace, Data forecast

© 2023 Xinmiao Zhang, published by Sciendo

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

Prediction of Cyberspace Security Data Based on the Markov Chain Model

Published Online: Jun 21, 2023

Page range: 2539 - 2548

Received: Aug 11, 2022

Accepted: Dec 26, 2022

DOI: https://doi.org/10.2478/amns.2023.1.00434

KeywordsMarkov chain model, Cyberspace, Data forecast

© 2023 Xinmiao Zhang, published by Sciendo

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

Keywords
Markov chain model, Cyberspace, Data forecast