{"id":152518,"date":"2025-05-12T14:20:39","date_gmt":"2025-05-12T14:20:39","guid":{"rendered":"https:\/\/www.unipi.it\/ateneo\/organizzazione\/persone\/francesca-naretto-182530-en\/"},"modified":"2026-04-01T04:48:27","modified_gmt":"2026-04-01T02:48:27","slug":"francesca-naretto-182530-en","status":"publish","type":"unipi_persone","link":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/francesca-naretto-182530-en\/","title":{"rendered":"Francesca Naretto"},"content":{"rendered":"<p>Ricercatore a tempo determinato L.240\/2010  &#8211; Dipartimento di Informatica | Email: francesca.naretto@unipi.it<\/p>\n","protected":false},"template":"","meta":{"unipi-persone-chiave":"182530","unipi-persone-nome":"Francesca","unipi-persone-cognome":"Naretto","unipi-persone-email":"francesca.naretto@unipi.it","unipi-persone-cv":"","unipi-persone-link-esterno-cv":"","unipi-persone-modalita-ricevimento":"","unipi-persone-luogo-ricevimento":"","unipi-persone-ore-ricevimento":"","unipi-persone-telefono":"","unipi-persone-sitoweb":"","unipi-persone-cariche":"","unipi-persone-link-orario-lezioni":"https:\/\/unipi.prod.up.cineca.it\/calendarioPubblico\/matricola=039451","unipi-persone-link-registro-lezioni":"https:\/\/unimap.unipi.it\/registri\/registri.php?ri=039451&tmplt=principale.tpl","unipi-persone-settore-scientifico":"Informatica INFO-01\/A","unipi-persone-ruolo":"Ricercatore a tempo determinato L.240\/2010 ","unipi-persone-arpi":"https:\/\/arpi.unipi.it\/cris\/rp\/rp74074","unipi-persone-pubblicazioni":"<ul class=\"pubblicazioni-list\"><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1366368\" target=\"_blank\" rel=\"noopener noreferrer\">RAG-Enhanced LLMs for\u00a0Interactive Explainability in\u00a0Clinical Decision Support Systems<\/a> <span class=\"pub-details\">(Mannocci, Lorenzo; Naretto, Francesca; Passaro, Lucia; Monreale, Anna - 2026 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1345868\" target=\"_blank\" rel=\"noopener noreferrer\">Differentially Private FastSHAP for Federated Learning Model Explainability<\/a> <span class=\"pub-details\">(Bonsignori, Valerio; Corbucci, Luca; Naretto, Francesca; Monreale, Anna - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1333398\" target=\"_blank\" rel=\"noopener noreferrer\">Enhancing Local Explanations with\u00a0GAN-Based Neighborhood Generation<\/a> <span class=\"pub-details\">(Corbucci, Luca; Naretto, Francesca; Monreale, Anna - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1331056\" target=\"_blank\" rel=\"noopener noreferrer\">Optimizing and\u00a0Tuning Fairness in\u00a0Machine Learning: An Augmented Lagrangian Method with\u00a0a\u00a0Performance Budget<\/a> <span class=\"pub-details\">(Fontana, Michele; Naretto, Francesca; Monreale, Anna - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1309607\" target=\"_blank\" rel=\"noopener noreferrer\">Evaluating the Privacy Exposure of Interpretable Global and Local Explainers<\/a> <span class=\"pub-details\">(Naretto, F.; Monreale, A.; Giannotti, F. - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1333400\" target=\"_blank\" rel=\"noopener noreferrer\">Balancing Act: Navigating the Privacy-Utility Spectrum in Principal Component Analysis<\/a> <span class=\"pub-details\">(Kwatra, Saloni; Monreale, Anna; Naretto, Francesca - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1302528\" target=\"_blank\" rel=\"noopener noreferrer\">POLICY PAPER. BUONE PRATICHE E MODELLI DI REGOLAMENTAZIONE PER L\u2019IMPIEGO DELLA IA NELLA DIAGNOSTICA PER IMMAGINI<\/a> <span class=\"pub-details\">(Cioni, Andrea; Corti, Diletta; Lippi, MARIA ELENA; Sestieri, Marcello; Vallini, Antonio; Faggioni, Lorenzo; Fanni, Salvatore Claudio; Neri, Emanuele; Giovannoni, Claudio; Monreale, Anna; Naretto, Francesca; Amore, Nicolo&#039; - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1272688\" target=\"_blank\" rel=\"noopener noreferrer\">GLOR-FLEX: Local to Global Rule-Based EXplanations for Federated Learning<\/a> <span class=\"pub-details\">(Haffar, R.; Naretto, F.; Sanchez, D.; Monreale, A.; Domingo-Ferrer, J. - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1272684\" target=\"_blank\" rel=\"noopener noreferrer\">Analyzing and explaining privacy risks on time series data: ongoing work and challenges<\/a> <span class=\"pub-details\">(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)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1157940\" target=\"_blank\" rel=\"noopener noreferrer\">Stable and actionable explanations of black-box models through factual and counterfactual rules<\/a> <span class=\"pub-details\">(Guidotti, R; Monreale, A; Ruggieri, S; Naretto, F; Turini, F; Pedreschi, D; Giannotti, F - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1280307\" target=\"_blank\" rel=\"noopener noreferrer\">EXPHLOT: EXplainable Privacy Assessment for\u00a0Human LOcation Trajectories<\/a> <span class=\"pub-details\">(Naretto, F.; Pellungrini, R.; Rinzivillo, S.; Fadda, D. - 2023 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1273091\" target=\"_blank\" rel=\"noopener noreferrer\">EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories.<\/a> <span class=\"pub-details\">(Naretto, F.; Pellungrini, R.; Rinzivillo, S.; Fadda, D. - 2023 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1272600\" target=\"_blank\" rel=\"noopener noreferrer\">Explainable for\u00a0Trustworthy AI<\/a> <span class=\"pub-details\">(Giannotti, Fosca; Naretto, Francesca; Bodria, Francesco - 2023 - 2.1 Contributo in volume (Capitolo o Saggio))<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1242727\" target=\"_blank\" rel=\"noopener noreferrer\">Agnostic Label-Only Membership Inference Attack<\/a> <span class=\"pub-details\">(Monreale, A.; Naretto, F.; Rizzo, S. - 2023 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1196467\" target=\"_blank\" rel=\"noopener noreferrer\">Benchmarking and survey of explanation methods for black box models<\/a> <span class=\"pub-details\">(Bodria, F; Giannotti, F; Guidotti, R; Naretto, F; Pedreschi, D; Rinzivillo, S - 2023 - 1.1 Articolo in rivista)<\/span><\/li><\/ul>","unipi-persone-didattica":"<ul class=\"registri-list\"><li>Data analytics for digital health (cod. 0001A) per Laurea Magistrale in Informatics for digital health<\/li><\/ul>","unipi-persone-codocenze":"","unipi-persone-interessi-ricerca":"","_wpml_word_count":"16","_last_translation_edit_mode":"translation-editor","_elementor_page_assets":[]},"organizzazioni":[3668],"class_list":["post-152518","unipi_persone","type-unipi_persone","status-publish","hentry","organizzazioni-dipartimento-di-informatica-489999-en"],"email":"francesca.naretto@unipi.it","telefono":null,"content_plain":"Ricercatore a tempo determinato L.240\/2010  &#8211; 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