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cs.MA2026

State Machine Guided Multi-Relational Synthetic Data from Logs for Anomaly Detection

Aja Khanal, Apurva Narayan

Software systems generate massive unstructured logs that record execution behavior, failures, and interactions across components, yet existing log anomaly detection methods treat t…