A Multi-Channel Contrastive Learning Network Based Intrusion Detection Method

Network intrusion data are characterized by high feature dimensionality, extreme category imbalance, and complex nonlinear relationships between features and categories. The actual detection accuracy of existing supervised intrusion-detection models performs poorly. To address this problem, this pap...

Full description

Bibliographic Details
Main Authors: Jian Luo, Yiying Zhang, Yannian Wu, Yao Xu, Xiaoyan Guo, Boxiang Shang
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/4/949