Autonomous SIEM Incident Response via eBPF Kernel Tracing & Suricata NIDS
Traditional SIEM alerting introduces unacceptable latency during active ransomware or lateral movement attacks. By deploying low-overhead eBPF (Extended Berkeley Packet Filter) kernel probes coupled with real-time Suricata NIDS event streaming, host-level network sockets and malicious process lineage can be intercepted directly in kernel-space. This architecture reduces threat isolation time from minutes to under 50 milliseconds without destabilizing host kernel space.