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Benchmarking and survey of explanation methods for black box models
Bodria, Francesco, Giannotti, Fosca, Guidotti, Riccardo, Naretto, Francesca, Pedreschi, Dino, Rinzivillo, Salvatore
Published in Data mining and knowledge discovery (01.09.2023)
Published in Data mining and knowledge discovery (01.09.2023)
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Stable and actionable explanations of black-box models through factual and counterfactual rules
Guidotti, Riccardo, Monreale, Anna, Ruggieri, Salvatore, Naretto, Francesca, Turini, Franco, Pedreschi, Dino, Giannotti, Fosca
Published in Data mining and knowledge discovery (01.09.2024)
Published in Data mining and knowledge discovery (01.09.2024)
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GLOR-FLEX: Local to Global Rule-Based EXplanations for Federated Learning
Haffar, Rami, Naretto, Francesca, Sanchez, David, Monreale, Anna, Domingo-Ferrer, Josep
Published in IEEE International Fuzzy Systems conference proceedings (30.06.2024)
Published in IEEE International Fuzzy Systems conference proceedings (30.06.2024)
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Evaluating the Privacy Exposure of Interpretable Global Explainers
Naretto, Francesca, Monreale, Anna, Giannotti, Fosca
Published in 2022 IEEE 4th International Conference on Cognitive Machine Intelligence (CogMI) (01.12.2022)
Published in 2022 IEEE 4th International Conference on Cognitive Machine Intelligence (CogMI) (01.12.2022)
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A new approach for cross-silo federated learning and its privacy risks
Fontana, Michele, Naretto, Francesca, Monreale, Anna
Published in 2021 18th International Conference on Privacy, Security and Trust (PST) (13.12.2021)
Published in 2021 18th International Conference on Privacy, Security and Trust (PST) (13.12.2021)
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Conference Proceeding
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Benchmarking and Survey of Explanation Methods for Black Box Models
Bodria, Francesco, Giannotti, Fosca, Guidotti, Riccardo, Naretto, Francesca, Pedreschi, Dino, Rinzivillo, Salvatore
Year of Publication 25.02.2021
Year of Publication 25.02.2021
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