AlertBERT: A Noise-Robust Alert Grouping Framework for Simultaneous Cyber Attacks

Automated detection of cyber attacks is a critical capability to counteract the growing volume and sophistication of cyber attacks. However, the high numbers of security alerts issued by intrusion detection systems lead to alert fatigue among analysts working in security operations centres SOC,...

Stop Alert Chaos: Context Is the Key to Effective Incident Response

The Problem: Legacy SOCs and Endless Alert Noise Every SOC leader knows the feeling: hundreds of alerts pouring in, dashboards lighting up like a slot machine, analysts scrambling to keep pace. The harder they try to scale people or buy new tools, the faster the chaos multiplies. The problem is n...