A network intrusion detection method designed for few-shot scenarios

A network intrusion detection method designed for few-shot scenarios

Existing intrusion detection techniques often require numerous malicious samples for model training.However, in real-world scenarios, only a small number of intrusion traffic samples can be obtained, which belong to few-shot scenarios.To address this challenge, a network intrusion detection method d...

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Bibliographic Details
Main Authors: Weichen HU, Congyuan XU, Yong ZHAN, Guanghui CHEN, Siqing LIU, Zhiqiang WANG, Xiaolin WANG
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2023-10-01
Series:Dianxin kexue
Subjects:
intrusion detection
few-shot
meta-learning
network security
deep learning
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023166/
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http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023166/

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