Robust and Transferable Anomaly Detection in Log Data using Pre-Trained Language Models

no code implementations • 23 Feb 2021 • Harold Ott, Jasmin Bogatinovski, Alexander Acker, Sasho Nedelkoski, Odej Kao

To that end, we utilize pre-trained general-purpose language models to preserve the semantics of log messages and map them into log vector embeddings.

Anomaly Detection