Too Sure to Be Safe: Model Calibration for Reliable Log Anomaly Detection

Bin Li, Dongdong Wang, Siyang Lu

Online log anomaly detection is critical for maintaining the reliability of large-scale computing systems. Although recent language model-based log anomaly detectors achieve strong…