False Negatives Are a New SOC Headache. Here’s the Fast Way to Fix It

False negatives are becoming the most expensive “quiet” failure in SOCs. In 2026, AI-generated phishing and multi-stage malware chains are built to look clean on the outside, behave normally at first, and only reveal intent after real interaction. The result is brutal for security leaders: real attacks get labeled “benign,” “low risk,” or “no verdict,” and the […]

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