NARETTO, FRANCESCA Statistiche

NARETTO, FRANCESCA  

DIPARTIMENTO DI INFORMATICA  

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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