Malicious traffic detection combined deep neural network with hierarchical attention mechanism

Abstract Given the gradual intensification of the current network security situation, malicious attack traffic is flooding the entire network environment, and the current malicious traffic detection model is insufficient in detection efficiency and detection performance. This paper proposes a data p...

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Bibliographic Details
Main Authors: Xiaoyang Liu, Jiamiao Liu
Format: Article
Language:English
Published: Nature Publishing Group 2021-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-91805-z