RedLLM-Integrator: Strengthening SOCs through Responsible Integration of AI Agents and Capacity Transfer

Organization

Universidad San Francisco de Quito

Tipo

Academic Sector

Años

2025

Paises

Ecuador

The RedLLM-Integrator project proposes a solution to strengthen the capabilities of Security Operations Centers (SOCs) in Latin America through the progressive and ethical integration of explanatory artificial intelligence tools into their existing processes. Instead of training a new model from scratch – which implies high costs, technological dependence and advanced knowledge in AI infrastructure – the proposal focuses on leveraging already established architectures such as Retrieval-Augmented Generation (RAG) and pre-trained Large Language Models (LLMs) to support offensive simulation, identification of vulnerabilities and the generation of understandable recommendations in digital security environments.