Víctor Rubio Jornet

I am a PhD researcher in Network Engineering at the Universitat Politècnica de Catalunya (UPC), Barcelona. My research seeks to study formal privacy guarantees in unstructured data such as trajectories and graphs. I am a recipient of the Joan Oró doctoral scholarship (AGAUR) and have held a research stay at the University of Edinburgh. My work draws on differential privacy, generative models, and privacy attacks to bridge the gap between theoretical privacy and its practical deployment.

My research focuses on protecting unstructured data for machine learning applications with formal privacy guarantees. I work to research into the balance between data utility and privacy, using: differential privacy, and synthetic data generation mainly in graphs and trajectories. Key topics include: