Preliminary Investigation into Uncertainty-Aware Attack Stage Classification

This report studies attack-stage classification with explicit uncertainty estimates so that systems do not overcommit to a rigid interpretation of threat progression.

That matters for cybersecurity because attack-stage estimates drive escalation, prioritisation, and mitigation choices. Uncertainty-aware outputs support safer operational decisions.