3 papers
cs.DC2025
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…
cs.CR2025
On-Premise SLMs vs. Commercial LLMs: Prompt Engineering and Incident Classification in SOCs and CSIRTs
Gefté Almeida, Marcio Pohlmann, Alex Severo +3
In this study, we evaluate open-source models for security incident classification, comparing them with proprietary models. We utilize a dataset of anonymized real incidents, categ…
cs.CR2023
Design and implementation of intelligent packet filtering in IoT microcontroller-based devices
Gustavo de Carvalho Bertoli, Gabriel Victor C. Fernandes, Pedro H. Borges Monici +3
Internet of Things (IoT) devices are increasingly pervasive and essential components in enabling new applications and services. However, their widespread use also exposes them to e…