NARETTO, FRANCESCA Statistiche
NARETTO, FRANCESCA
DIPARTIMENTO DI INFORMATICA
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
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.
Stable and actionable explanations of black-box models through factual and counterfactual rules
2022-01-01 Guidotti, R; Monreale, A; Ruggieri, S; Naretto, F; Turini, F; Pedreschi, D; 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 |
|---|---|---|---|
| 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 | |
| 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. | |
| Stable and actionable explanations of black-box models through factual and counterfactual rules | 1-gen-2022 | Guidotti, R; Monreale, A; Ruggieri, S; Naretto, F; Turini, F; Pedreschi, D; 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 |