[HTML][HTML] Deep learning for anomaly detection in log data: A survey

M Landauer, S Onder, F Skopik… - Machine Learning with …, 2023 - Elsevier
Automatic log file analysis enables early detection of relevant incidents such as system
failures. In particular, self-learning anomaly detection techniques capture patterns in log …

Logclass: Anomalous log identification and classification with partial labels

W Meng, Y Liu, S Zhang, F Zaiter… - … on Network and …, 2021 - ieeexplore.ieee.org
Logs are imperative in the management process of networks and services. However,
manually identifying and classifying anomalous logs is time-consuming, error-prone, and …