Network Intrusion Detection Method Based on Hybrid Improved Residual Network Blocks and Bidirectional Gated Recurrent Units

With the rapid development of network technology, network intrusion detection plays a vital role in network security. In the era of big data, a large amount of network data is generated in the network all the time. Traditional detection methods do not achieve high accuracy and need to take a long ti...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Hongchen Yu, Chunying Kang, Yao Xiao, Yuting Yang
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Bidirectional gated recurrent units residual networks block improved auto encoder network intrusion detection
Online Access:	https://ieeexplore.ieee.org/document/10113329/