Publications

FASE2026 Quantifying Privacy Risks in Synthetic Data: A Study on Black-Box Membership Inference

Giacomo Fantino, Marco Rondina, Antonio Vetrò and Juan Carlos De Martin
Published in 29th International Conference on Fundamental Approaches to Software Engineering (FASE 2026). In press.
postprint ↓

BIAS25@ECMLPKDD25 An Empirical Investigation of Gender Stereotype Representation in Large Language Models: The Italian Case

Gioele Giachino, Marco Rondina, Antonio Vetrò, Riccardo Coppola, and Juan Carlos De Martin
Published in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2025) - 5th Workshop on Bias and Fairness in AI (BIAS25). In press.
preprint ↗ preprint ↓ postprint ↓ link ↗

JDIQ25 Experience: Bridging Data Measurement and Ethical Challenges with Extended Data Briefs

Marco Rondina, Antonio Vetrò, Alessandro Fabris, Gianmaria Silvello, Gian Antonio Susto, Marco Torchiano, Juan Carlos De Martin
Published in ACM Journal of Data and Information Quality, Vol 17, Issue 2, Article 9, June 2025.
postprint ↓ link ↗

FAIEMA24 Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain

Marco Rondina, Antonio Vetro’, Riccardo Coppola, Oumaima Regragui, Alessandro Fabris, Gianmaria Silvello, Gian Antonio Susto, Juan Carlos De Martin
Published in 2nd International Conference on Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications; 1st - 2nd October 2024; Athens, Greece.
preprint ↗ postprint ↓ link ↗

BIAS23@ECMLPKDD23 Facial Analysis Systems and Down Syndrome

Marco Rondina, Fabiana Vinci, Antonio Vetro', Juan Carlos De Martin
Published in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2023) - 3rd Workshop on Bias and Fairness in AI (BIAS23).
preprint ↗ postprint ↓ link ↗

EPIA23 Completeness of Datasets Documentation on ML/AI Repositories: An Empirical Investigation

Marco Rondina, Antonio Vetro’, Juan Carlos De Martin
Published in 22nd Portuguese Conference on Artificial Intelligence (EPIA 2023)
preprint ↗ postprint ↓ link ↗

NeSy23 Designing Logic Tensor Networks for Visual Sudoku puzzle classification

Lia Morra, Alberto Azzari, Letizia Bergamasco, Marco Braga, Luigi Capogrosso, Federico Delrio, Giuseppe Di Giacomo, Simone Eiraudo, Giorgia Ghione, Rocce Giudice, Alkis Koudounas, Luca Piano, Daniele Cambrin Rege, Matteo Risso, Marco Rondina, Sebastian Alessandro, Marco Russo, Francesco Taioli, lorenzo Vaiani, Chiara Vercellino
Published in 17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023)
postprint ↓ link ↗