Your SIEM generates a high volume of false positive alerts, causing alert fatigue among your SOC analysts. How would you approach tuning the SIEM to reduce noise while maintaining effective threat detection?

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Alert fatigue represents one of the most significant operational challenges in security operations. When analysts are overwhelmed by false positives, they begin skipping alerts or performing superficial investigations, creating opportunities for genuine threats to go undetected.