Adapting Large Language Models for Parameter-Efficient Log Anomaly Detection

Ying Fu Lim, Jiawen Zhu, Guansong Pang

Log Anomaly Detection (LAD) seeks to identify atypical patterns in log data that are crucial to assessing the security and condition of systems. Although Large Language Models (LLM…