SecADLog: LLM-prompted security semantic knowledge-enhanced anomaly detection for cybersecurity logs
SecADLog is proposed, a security semantic knowledge-enhanced anomaly detection framework for cybersecurity logs that uses a structured prompt template tailored to cybersecurity logs to extract stable and consistent security semantics, which are then used to strengthen the representation and reasoning capabilities of sm...