A novel network security situation assessment model based on multiple strategies whale optimization algorithm and bidirectional GRU.

ABSTRACT: The rapid development of the internet has brought about a comprehensive transformation in human life. However, the challenges of cybersecurity are becoming increasingly severe, necessitating the implementation of effective security mechanisms. Cybersecurity situational awareness can effectively assess the network status, facilitating the formulation of better cybersecurity defense strategies. However, due to the low accuracy of existing situational assessment methods, situational assessment remains a challenge. In this study, a new situational assessment method, MSWOA-BiGRU, combining optimization algorithms and temporal neural networks, was proposed. Firstly, a scientific indicator system proposed in this research is used to calculate the values of each indicator. Then, the Analytic Hiera

SUBMITTER: Zhang S 

PROVIDER: S-EPMC10773833 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature