Study and Implementation of Practical Privacy Attacks on Machine Learning in Federated Learning Settings
Academic thesis advisor, University of Vigo, BSc in Computer Engineering, 2024
Co-supervision of the Bachelor’s thesis “Study and Implementation of Practical Privacy Attacks on Machine Learning in Federated Learning Settings” by Roy Covelo Vázquez. The work explored practical privacy attacks against Federated Learning systems, including inference attacks and privacy-risk analysis. The thesis received Honors and was awarded Best Bachelor’s Thesis in Cybersecurity.