Published several papers on adversarial attacks, vulnerabilities of deep learning models, and explainable models in journals and conferences such as WIREs Data Mining and Knowledge Discovery, Journal of Machine Learning Research, and others.
Research Experience
Conducted research on adversarial machine learning in the Intelligent Systems Group at UPV/EHU; was a visiting researcher at the University of Oxford in 2022, supervised by Prof. Marta Kwiatkowska.
Education
Earned a PhD in Artificial Intelligence in 2023 from UPV/EHU under the supervision of Dr. Roberto Santana and Prof. Jose A. Lozano; obtained an MSc in Computational Engineering and Intelligent Systems with an average grade of 9.81 and passed the final project with honors; completed a BSc in Computer Science with an average grade of 9.52, receiving the Extraordinary Award to the Best Academic Record.
Background
Assistant Professor at the University of the Basque Country (UPV/EHU), focusing on adversarial machine learning, particularly in privacy attacks and the implications of adversarial examples in explainable models.
Miscellany
Attended the 3rd ACM Europe Summer School on Data Science in Athens, Greece.