AI article
Private AI SOC Triage Lab: Can a Small Local LLM Triage Alerts Safely?
Community description: Rules vs LLM-only vs hybrid on 120 labelled alerts: the hybrid design cut false positives by 43% with zero missed attacks and zero successful prompt i
Dev.to | Oct 10, 2026 | Gaganpreet Singh
Automated excerpt
Hybrid: rules at both ends, the model only in the grey zone, with a prompt-injection guard and fail-safe defaults. Any alert scoring 70 or above is escalated before the model sees it. Without it, the hybrid closed 3 malicious foreign logins.
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