A Transformer-based network intrusion detection approach for cloud security

A Transformer-based network intrusion detection approach for cloud security

Abstract The distributed architecture of cloud computing necessitates robust defense mechanisms to secure network-accessible resources against a diverse and dynamic threat landscape. A Network Intrusion Detection System (NIDS) is pivotal in this context, with its efficacy in cloud environments hingi...

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Bibliographic Details
Main Authors: Zhenyue Long, Huiru Yan, Guiquan Shen, Xiaolu Zhang, Haoyang He, Long Cheng
Format: Article
Language:English
Published: SpringerOpen 2024-01-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Cloud computing
Network intrusion detection
Transformer model
Attention mechanism
Network security
Online Access:https://doi.org/10.1186/s13677-023-00574-9

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