| 2024 | DIS | L2loRe: a method for explaining the reject option. | Clara Punzi, Roberto Pellungrini, Fosca Giannotti |
| 2024 | DIS | Ensemble Counterfactual Explanations for Churn Analysis. | Samuele Tonati, Marzio Di Vece, Roberto Pellungrini, Fosca Giannotti |
| 2024 | SECRYPT | Enhancing Privacy and Utility in Federated Learning: A Hybrid P2P and Server-Based Approach with Differential Privacy Protection. | Luca Corbucci, Anna Monreale, Roberto Pellungrini |
| 2023 | DIS | EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories. | Francesca Naretto, Roberto Pellungrini, Salvatore Rinzivillo, Daniele Fadda |
| 2020 | DIS | Predicting and Explaining Privacy Risk Exposure in Mobility Data. | Francesca Naretto, Roberto Pellungrini, Anna Monreale, Franco Maria Nardini, Mirco Musolesi |
| 2019 | WWW | Human Mobility from theory to practice: Data, Models and Applications. | Luca Pappalardo, Gianni Barlacchi, Roberto Pellungrini, Filippo Simini |
| 2017 | SAFECOMP | Fast Estimation of Privacy Risk in Human Mobility Data. | Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale |