Security teams face an impossible choice: set thresholds too sensitive and drown in false positives, or set them too loose and miss real attacks. Traditional monitoring systems force this trade-off because they can’t distinguish between legitimate traffic fluctuations and actual threats. The Limitation of Fixed Rules Legacy traffic monitoring systems rely on manually configured rules … Continued

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Aniket Nambiar

Source: Security Boulevard
Source Link: https://securityboulevard.com/2026/01/stop-chasing-false-alarms-how-ai-powered-traffic-monitoring-cuts-alert-fatigue/