NARETTO, FRANCESCA Statistiche
NARETTO, FRANCESCA
DIPARTIMENTO DI INFORMATICA
Analyzing and explaining privacy risks on time series data: ongoing work and challenges
2024-01-01 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
GLOR-FLEX: Local to Global Rule-Based EXplanations for Federated Learning
2024-01-01 Haffar, R.; Naretto, F.; Sanchez, D.; Monreale, A.; Domingo-Ferrer, J.
Stable and actionable explanations of black-box models through factual and counterfactual rules
2024-01-01 Guidotti, R; Monreale, A; Ruggieri, S; Naretto, F; Turini, F; Pedreschi, D; Giannotti, F
Agnostic Label-Only Membership Inference Attack
2023-01-01 Monreale, A.; Naretto, F.; Rizzo, S.
Benchmarking and survey of explanation methods for black box models
2023-01-01 Bodria, F; Giannotti, F; Guidotti, R; Naretto, F; Pedreschi, D; Rinzivillo, S
EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories.
2023-01-01 Naretto, F.; Pellungrini, R.; Rinzivillo, S.; Fadda, D.
Explainable for Trustworthy AI
2023-01-01 Giannotti, Fosca; Naretto, Francesca; Bodria, Francesco
Evaluating the Privacy Exposure of Interpretable Global Explainers
2022-01-01 Naretto, F.; Monreale, A.; Giannotti, F.
Monitoring Fairness in HOLDA
2022-01-01 Fontana, M.; Naretto, F.; Monreale, A.; Giannotti, F.
Privacy Risk of Global Explainers
2022-01-01 Naretto, F.; Monreale, A.; Giannotti, F.
A new approach for cross-silo federated learning and its privacy risks
2021-01-01 Fontana, Michele; Naretto, Francesca; Monreale, Anna
Privacy Risk Assessment of Individual Psychometric Profiles
2021-01-01 Mariani, G.; Monreale, A.; Naretto, F.
Predicting and Explaining Privacy Risk Exposure in Mobility Data
2020-01-01 Naretto, F.; Pellungrini, R.; Monreale, A.; Nardini, F. M.; Musolesi, M.
Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks
2020-01-01 Naretto, Francesca; Pellungrini, Roberto; Nardini, Franco Maria; Giannotti, Fosca
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Analyzing and explaining privacy risks on time series data: ongoing work and challenges | 1-gen-2024 | 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 | |
| GLOR-FLEX: Local to Global Rule-Based EXplanations for Federated Learning | 1-gen-2024 | Haffar, R.; Naretto, F.; Sanchez, D.; Monreale, A.; Domingo-Ferrer, J. | |
| Stable and actionable explanations of black-box models through factual and counterfactual rules | 1-gen-2024 | Guidotti, R; Monreale, A; Ruggieri, S; Naretto, F; Turini, F; Pedreschi, D; Giannotti, F | |
| Agnostic Label-Only Membership Inference Attack | 1-gen-2023 | Monreale, A.; Naretto, F.; Rizzo, S. | |
| Benchmarking and survey of explanation methods for black box models | 1-gen-2023 | Bodria, F; Giannotti, F; Guidotti, R; Naretto, F; Pedreschi, D; Rinzivillo, S | |
| EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories. | 1-gen-2023 | Naretto, F.; Pellungrini, R.; Rinzivillo, S.; Fadda, D. | |
| Explainable for Trustworthy AI | 1-gen-2023 | Giannotti, Fosca; Naretto, Francesca; Bodria, Francesco | |
| Evaluating the Privacy Exposure of Interpretable Global Explainers | 1-gen-2022 | Naretto, F.; Monreale, A.; Giannotti, F. | |
| Monitoring Fairness in HOLDA | 1-gen-2022 | Fontana, M.; Naretto, F.; Monreale, A.; Giannotti, F. | |
| Privacy Risk of Global Explainers | 1-gen-2022 | Naretto, F.; Monreale, A.; Giannotti, F. | |
| A new approach for cross-silo federated learning and its privacy risks | 1-gen-2021 | Fontana, Michele; Naretto, Francesca; Monreale, Anna | |
| Privacy Risk Assessment of Individual Psychometric Profiles | 1-gen-2021 | Mariani, G.; Monreale, A.; Naretto, F. | |
| Predicting and Explaining Privacy Risk Exposure in Mobility Data | 1-gen-2020 | Naretto, F.; Pellungrini, R.; Monreale, A.; Nardini, F. M.; Musolesi, M. | |
| Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks | 1-gen-2020 | Naretto, Francesca; Pellungrini, Roberto; Nardini, Franco Maria; Giannotti, Fosca |