Network Security Situation Prediction Model Based on VMD Decomposition and DWOA Optimized BiGRU-ATTN Neural Network

Network Security Situation Prediction Model Based on VMD Decomposition and DWOA Optimized BiGRU-ATTN Neural Network

The widespread adoption of Internet-of-Things (IoT) devices has resulted in a comprehensive transformation of human life. However, the network security challenges posed by the IoT devices have become increasingly severe, necessitating the implementation of effective security mechanisms. Network secu...

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Bibliographic Details
Main Authors: Shengcai Zhang, Qiming Fu, Dezhi An
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Attention mechanism
bi-directional gated recurrent unit
dynamic whale optimization algorithm
network security situation prediction
variational mode decomposition
Online Access:https://ieeexplore.ieee.org/document/10320087/

Internet

https://ieeexplore.ieee.org/document/10320087/

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