ETCNLog: A System Log Anomaly Detection Method Based on Efficient Channel Attention and Temporal Convolutional Network

ETCNLog: A System Log Anomaly Detection Method Based on Efficient Channel Attention and Temporal Convolutional Network

The scale of the system and network applications is expanding, and higher requirements are being put forward for anomaly detection. The system log can record system states and significant operational events at different critical points. Therefore, using the system log for anomaly detection can help...

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Bibliographic Details
Main Authors: Yuyuan Chang, Nurbol Luktarhan, Jingru Liu, Qinglin Chen
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Electronics
Subjects:
anomaly detection
efficient channel attention
global average pooling
system log
temporal convolutional network
Online Access:https://www.mdpi.com/2079-9292/12/8/1877

Internet

https://www.mdpi.com/2079-9292/12/8/1877

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