Incident technical severity classifier (T1-T4). Assesses observable technical impact from a CSIRT perspective based on structured incident fields.
Model Description
Architecture: ModernBERT-base with 4-class classification head
Training: 8,000 parametric incident scenarios (50 templates × field combinations)
Confidence: Monte Carlo dropout (20 passes) maps variance to high/medium/low
Labels: T1 (minor) → T4 (catastrophic)
Intended Use
Classify the technical severity of cyber incidents based on service disruption, affected entities, cascading effects, and data compromise. Part of the CyberScale dual-scale incident classification system (T-level + O-level → Blueprint matrix).
