Temperature in SLMs: Impact on Incident Categorization in On-Premises Environments

Marcio Pohlmann, Alex Severo, Gefté Almeida +3

SOCs and CSIRTs face increasing pressure to automate incident categorization, yet the use of cloud-based LLMs introduces costs, latency, and confidentiality risks. We investigate w…