Abstract: Log-based anomaly detection is essential for maintaining software availability. However, existing log-based anomaly detection approaches heavily rely on fine-grained exact labels of log ...

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Abstract: Most existing log anomaly detection approaches either require large amounts of labeled data or exhibit limited effectiveness against complex anomalies that simultaneously involve structural ...