An Improved Algorithm for Network Intrusion Detection Based on Deep Residual Networks
Xuntao Hu,
Xiancai Meng,
Shaoqing Liu
et al.
Abstract:The goal of current research will be to increase the accuracy and generalisation capacity of intrusion detection models in order to better handle the complex network security issues of today. In this paper, a new hybrid attention mechanism is introduced along with an enhanced algorithm. Through the effective channel layer and curve space layer, the feature information will be concentrated on the necessary feature information, allowing the model to concentrate more on the features linked to classification and b… Show more
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