An intrusion detection method based on depthwise separable convolution and attention mechanism

An intrusion detection method based on depthwise separable convolution and attention mechanism

In order to improve the accuracy of multi-classification in network intrusion detection, an intrusion detection method was proposed based on depthwise separable convolution and attention mechanism.By constructing a cascade structure combining depthwise separable convolution and long-term and short-t...

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Bibliographic Details
Main Authors: Zhifei ZHANG, Feng LIU, Yiyang GE, Shuo LI, Yu ZHANG, Ke XIONG
Format: Article
Language:zho
Published: China InfoCom Media Group 2023-03-01
Series:物联网学报
Subjects:
deep learning
intrusion detection
attention mechanism
generative adversarial network
Online Access:http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2023.00307/
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http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2023.00307/

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