> Stop Chasing False Alarms: How AI-Powered Traffic Monitoring Cuts Alert Fatigue
[AUTHOR: Aniket Nambiar]
[DATE: 02/01/2026 14:05]
[LANGUAGE: EN]
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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