Email: pellungrobe@hotmail.it
Profilo
Ricerca
Pubblicazioni
- Enhancing Privacy and Utility in Federated Learning: A Hybrid P2P and Server-Based Approach with Differential Privacy Protection (Corbucci, L.; Monreale, A.; Pellungrini, R. - 2024 - 4.1 Contributo in Atti di convegno)
- Explainable machine learning identifies a polygenic risk score as a key predictor of pancreatic cancer risk in the UK Biobank (Peduzzi, Giulia; Felici, Alessio; Pellungrini, Roberto; Campa, Daniele - 2024 - 1.1 Articolo in rivista)
- Analyzing and explaining privacy risks on time series data: ongoing work and challenges (Allard, Tristan; Asghar, Hira; Avoine, Gildas; Bobineau, Christophe; Cauchois, Pierre; Fromont, Elisa; Monreale, Anna; Naretto, Francesca; Pellungrini, Roberto; Pratesi, Francesca; Rousset, Marie-Christine; Voyez, Antonin - 2024 - 1.1 Articolo in rivista)
- Efficiency Boosts in Human Mobility Data Privacy Risk Assessment: Advancements within the PRUDEnce Framework (Gomes, F. O.; Pellungrini, R.; Monreale, A.; Renso, C.; Martina, J. E. - 2024 - 1.1 Articolo in rivista)
- TrajectGuard: A Comprehensive Privacy-Risk Framework for Multiple-Aspects Trajectories (Gomes, Fernanda Oliveira; Pellungrini, Roberto; Monreale, Anna; Renso, Chiara; Martina, Jean Everson - 2024 - 1.1 Articolo in rivista)
- The local environment and germline genetic variation predict cancer risk in the UK Biobank prospective cohort (Felici, Alessio; Peduzzi, Giulia; Giorgolo, Francesca; Spinelli, Andrea; Calderisi, Marco; Monreale, Anna; Farinella, Riccardo; Pellungrini, Roberto; Canzian, Federico; Campa, Daniele - 2024 - 1.1 Articolo in rivista)
- Towards Synergistic Human-AI Collaboration in Hybrid Decision-Making Systems (Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino - 2023 - 4.1 Contributo in Atti di convegno)
- EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories (Naretto, F.; Pellungrini, R.; Rinzivillo, S.; Fadda, D. - 2023 - 4.1 Contributo in Atti di convegno)
- EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories. (Naretto, F.; Pellungrini, R.; Rinzivillo, S.; Fadda, D. - 2023 - 1.1 Articolo in rivista)
- Analysis of exposome and genetic variability suggests stress as a major contributor for development of pancreatic ductal adenocarcinoma (Peduzzi, Giulia; Felici, Alessio; Pellungrini, Roberto; Giorgolo, Francesca; Farinella, Riccardo; Gentiluomo, Manuel; Spinelli, Andrea; Capurso, Gabriele; Monreale, Anna; Canzian, Federico; Calderisi, Marco; Campa, Daniele - 2023 - 1.1 Articolo in rivista)
