ContraLog: Log File Anomaly Detection with Contrastive Learning and Masked Language Modeling

Simon Dietz, Kai Klede, An Nguyen +1

Log files record computational events that reflect system state and behavior, making them a primary source of operational insights in modern computer systems. Automated anomaly det…