AnomalyGen: An Automated Semantic Log Sequence Generation Framework with LLM for Anomaly Detection

Xinyu Li, Yingtong Huo, Chenxi Mao +4

The scarcity of high-quality public log datasets has become a critical bottleneck in advancing log-based anomaly detection techniques. Current datasets exhibit three fundamental li…