Security teams face an overwhelming volume of heterogeneous security logs, making it difficult to rapidly identify anomalous behavior, correlate related events, understand attack progression, and produce actionable incident reports. Existing rule-based systems can flag individual events but often require significant manual investigation to connect evidence across multiple sources.
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