Detecting Anomalies in System Logs With a Compact Convolutional Transformer

Detecting Anomalies in System Logs With a Compact Convolutional Transformer

Computer systems play an important role to ensure the correct functioning of critical systems such as train stations, power stations, emergency systems, and server infrastructures. To ensure the correct functioning and safety of these computer systems, the detection of abnormal system behavior is cr...

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Bibliographic Details
Main Authors: Rene Larisch, Julien Vitay, Fred H. Hamker
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Anomaly detection
deep learning
self-supervised learning
transformer
Online Access:https://ieeexplore.ieee.org/document/10285328/

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