6 articles with this tag
HookProbe publishes the first labelled intrusion-detection dataset from a real production edge deployment — 627,853 verdicts across March and April 2026, free under CC-BY-4.0 for academic and commercial use.
SOC analysts spend 80% of their time on alert triage that leads nowhere. This article examines how HookProbe's NAPSE AI-native engine and AEGIS autonomous defense system fundamentally restructure security operations by moving detection, correlation, and initial response to the network edge — freeing analysts for strategic threat hunting.
Discover how edge-first AI, model quantization, and the 7-POD architecture are revolutionizing Level 1 SOC triage, moving from manual filtering to autonomous detection.
Discover how to leverage machine learning at the edge to filter Suricata and Zeek alerts, reducing SOC fatigue and improving threat detection accuracy.
Discover how edge-based AI transforms network security from reactive signature matching to proactive behavioral analysis for IoT and high-speed environments.
Discover the critical differences between Zeek and Suricata. Learn which tool excels at threat detection versus network forensics and how to deploy them at the edge.
