Doctor by the Universidad Pública de Navarra with the thesis Behavioral analysis in cybersecurity using machine learning a study based on graph representation, class imbalance and temporal dissection 2022. Supervised by Dr. Mikel Galar Idoate, Dr. Jan Lukas Bruse.