Students

PhD Students

• Laura Pedrouzo-Rodriguez: “Foundation Models in Biometric Recognition”, Supervisors: Ruben Tolosana and Ruben Vera-Rodriguez, 2024-Ongoing.

• Javier Muñoz Haro: “Generative AI and Synthetic Data: New Approaches to Improve the Performance and Robustness of Security Systems”, Supervisors: Ruben Tolosana and Ruben Vera-Rodriguez, 2024-Ongoing.

• Miguel Lopez-Duran: “Graph Machine Learning applied to Document Analysis and Cybersecurity”, Supervisors: Julian Fierrez and Oscar Delgado Mohatar, 2024-Ongoing.

• Marta Robledo-Moreno: “Biometric Systems in the Era of Smart Devices: Advances in Data Fusion and Artificial Intelligence”, Supervisors: Ruben Vera-Rodriguez and Javier Ortega-Garcia, 2024-Ongoing.

• Javier Irigoyen: “Multimodal Integration of Machine Learning Models in Expert Domains: Applications, Risks, and Security Strategies”, Supervisors: Roberto Daza García and Paco Jurado, 2024-Ongoing.

• Imanol Solano: “Research and Development of Robust Periocular Biometric Systems with the Ability to Detect Presentation Attacks and DeepFakes”, Supervisors: Julian Fierrez and Aythami Morales, 2023-Ongoing.

M.Sc. Students

• Pablo Lozano Jimenez: “Automatic PET/TC Cancer Lesion Segmentation Using Clinical Interactive Supervision”, University of Amsterdam (Netherlands), Supervisors: Ruben Tolosana and Clarisa Sánchez Gutiérrez, 2026-Ongoing.

• Daniel Igualada González: “Identity Verification Using Human Gait on Mobile Devices”, Master’s Degree in Telecommunication Engineering, Supervisor: Marta Robledo-Moreno, 2026-Ongoing.

• Marina Jiménez Cuesta: “Generation of Synthetic Dynamic Handwritting for Biometric Recognition”, Master’s Degree in Data Science, Supervisor: Marta Robledo-Moreno and Ruben Vera-Rodríguez, 2026-Ongoing.

• Elena Marrero Castellano: “Domain Adaptation Techniques for Vision Language Models applied to Document Visual Question Answering”, Master’s Degree in Deep Learning for Audio and Visual Artificial Intelligence, Supervisor: Miguel Lopez-Duran, 2026-Ongoing.

• Iván López Sánchez: “Analysis of Interactions between Humans and Artificial Agents Using Biometrics and Behavior: Application to Social Games”, Master’s Degree in Telecommunication Engineering, Supervisor: Roberto Daza García, 2026.

• Alejandra Parés Rodríguez: “Development of a Photorealistic Talking-Head Avatar Database for Biometric Recognition”, Master’s Degree in Deep Learning for Audio and Visual Artificial Intelligence, Supervisor: Ruben Tolosana, 2025-Ongoing.

• Laura Pedrouzo-Rodriguez: “Biometric Recognition in Surveillance Scenarios: Exploring State-of-the-Art Methods”, Master’s Degree in Deep Learning for Audio and Visual Artificial Intelligence, Supervisors: Ruben Tolosana and Ivan DeAndres-Tame, 2025-Ongoing.

• Andrés Teruel Fernández: “Presentation Attack Detection on Identity Documents: Increasing the Size and Diversity of Attacks”, Master’s Degree in Data Science, Supervisors: Ruben Tolosana and Javier Muñoz-Haro, 2025-Ongoing.

• Tamás Endrei: “Aerial-Ground Person Re-Identification in Surveillance Scenarios”, Master’s Degree in Deep Learning for Audio and Visual Artificial Intelligence, Supervisor: Ruben Tolosana, 2025.

• Fernando Fernández del Cerro: “Generation of Synthetic on-line Signatures for Biometric Recognition”, Master’s Degree in Data Science, Supervisor: Ruben Vera-Rodriguez, 2025.

• Pablo Molina Monteagudo: “Study on Identity Leakage in Generative Facial Models”, Master’s Degree in Telecommunication Engineering, Supervisor: Aythami Morales, 2025.

• Pedro Delgado de Robles: “Exploring Identity Verification through Behavioral Patterns in Videos”, Master’s Degree in Deep Learning for Audio and Visual Artificial Intelligence, Supervisor: Ruben Tolosana, 2025.

• Rosa María Hornero Romera: “Biometric Recognition of Human Gait Using Inertial Sensors in Smartphones”, Master’s Degree in Telecommunication Engineering, Supervisor: Marta Robledo-Moreno, 2025.

B.Sc. Students

• Victoria Carmona Ruiz: “Academic Performance Prediction via Biometrics and Behavioral Analysis”, Bachelor’s Degree in Telecommunication Engineering, Supervisor: Roberto Daza García, 2026.

• Enrique Blas Martín: “Explainable Evaluation of Pedagogical Risks in Simulated Teaching Roles using Language Models”, Bachelor’s Degree in Telecommunication Engineering, Supervisor: Roberto Daza García, 2026.

• María Berenjeno Correa: “Exploring the Use of Smartphone Inertial Sensors for Biometric Recognition”, Bachelor’s Degree in Telecommunication Engineering, Supervisor: Javier Ortega-Garcia, 2026.

• Iñaki de la Fuente Simón: “The Influence of Mobile Devices on Biometric Recognition Through Interaction with Mobile Devices”, Bachelor’s Degree in Computer Engineering, Supervisor: Rubén Vera-Rodríguez, 2026.

• Yanina Jazmín Sosa González: “Exploratory Analysis of Human Behavior Using Eye Tracking and Facial Biometrics: A Study in the Prisoner’s Dilemma”, Bachelor’s Degree in Telecommunications Engineering, Supervisor: Roberto Daza Garcia, 2026.

• Luna Charro Fernández: “Application of Artificial Intelligence Techniques for the Characterization of Atheromatous Plaques in Early Ischemic Heart Disease”, Bachelor’s Degree in Biomedical Engineering, Supervisor: Ruben Tolosana, 2026.

• Andrés Huergo Perea: “Biometric Air Signature Recognition Using Mobile Devices”, Bachelor’s Degree in Telecommunications Engineering, Supervisor: Ruben Vera-Rodriguez, 2025.

• Pablo Jiménez Lizcano: “Application of Artificial Intelligence Techniques for the Analysis of Diabetic Retinopathy”, Bachelor’s Degree in Biomedical Engineering, Supervisor: Ruben Tolosana, 2025.