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Roberto Pellungrini
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2020 – today
- 2024
- [j6]Fernanda Oliveira Gomes, Roberto Pellungrini, Anna Monreale, Chiara Renso, Jean Everson Martina:
TrajectGuard: A Comprehensive Privacy-Risk Framework for Multiple-Aspects Trajectories. IEEE Access 12: 136354-136378 (2024) - [j5]Tristan Allard, Hira Asghar, Gildas Avoine, Christophe Bobineau, Pierre Cauchois, Elisa Fromont, Anna Monreale, Francesca Naretto, Roberto Pellungrini, Francesca Pratesi, Marie-Christine Rousset, Antonin Voyez:
Analyzing and explaining privacy risks on time series data: ongoing work and challenges. SIGKDD Explor. 26(1): 49-58 (2024) - [c13]Daphne Lenders, Andrea Pugnana, Roberto Pellungrini, Toon Calders, Dino Pedreschi, Fosca Giannotti:
Interpretable and Fair Mechanisms for Abstaining Classifiers. ECML/PKDD (7) 2024: 416-433 - [c12]Luca Corbucci, Anna Monreale, Roberto Pellungrini:
Enhancing Privacy and Utility in Federated Learning: A Hybrid P2P and Server-Based Approach with Differential Privacy Protection. SECRYPT 2024: 592-602 - [i2]Clara Punzi, Roberto Pellungrini, Mattia Setzu, Fosca Giannotti, Dino Pedreschi:
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems. CoRR abs/2402.06287 (2024) - [i1]Federico Mazzoni, Roberto Pellungrini, Riccardo Guidotti:
Bridging the Gap in Hybrid Decision-Making Systems. CoRR abs/2409.19415 (2024) - 2023
- [j4]Anna Monreale, Roberto Pellungrini:
A Survey on Privacy in Human Mobility. Trans. Data Priv. 16(1): 51-82 (2023) - [c11]Francesca Naretto, Roberto Pellungrini, Salvatore Rinzivillo, Daniele Fadda:
EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories. DS 2023: 325-340 - [c10]Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Mattia Setzu, Rosaria Deluca:
Trustworthy AI at KDD Lab. Ital-IA 2023: 388-393 - [c9]Clara Punzi, Aleksandra Maslennikova, Gizem Gezici, Roberto Pellungrini, Fosca Giannotti:
Explaining Socio-Demographic and Behavioral Patterns of Vaccination Against the Swine Flu (H1N1) Pandemic. xAI (2) 2023: 621-635 - 2022
- [j3]Luca Pappalardo, Filippo Simini, Gianni Barlacchi, Roberto Pellungrini:
scikit-mobility: A Python Library for the Analysis, Generation, and Risk Assessment of Mobility Data. J. Stat. Softw. 103(4) (2022) - [j2]Roberto Pellungrini, Luca Pappalardo, Filippo Simini, Anna Monreale:
Modeling Adversarial Behavior Against Mobility Data Privacy. IEEE Trans. Intell. Transp. Syst. 23(2): 1145-1158 (2022) - [e1]Juliana Bowles, Giovanna Broccia, Roberto Pellungrini:
From Data to Models and Back - 10th International Symposium, DataMod 2021, Virtual Event, December 6-7, 2021, Revised Selected Papers. Lecture Notes in Computer Science 13268, Springer 2022, ISBN 978-3-031-16010-3 [contents] - 2021
- [c8]Roberto Pellungrini:
Privacy Risk and Data Utility Assessment on Network Data. DataMod 2021: 93-106 - 2020
- [b1]Roberto Pellungrini:
Modeling & Predicting Privacy Risk in Personal Data. University of Pisa, Italy, 2020 - [c7]Francesca Naretto, Roberto Pellungrini, Anna Monreale, Franco Maria Nardini, Mirco Musolesi:
Predicting and Explaining Privacy Risk Exposure in Mobility Data. DS 2020: 403-418 - [c6]Francesca Naretto, Roberto Pellungrini, Franco Maria Nardini, Fosca Giannotti:
Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks. PKDD/ECML Workshops 2020: 501-516
2010 – 2019
- 2019
- [c5]Luca Pappalardo, Gianni Barlacchi, Roberto Pellungrini, Filippo Simini:
Human Mobility from theory to practice: Data, Models and Applications. WWW (Companion Volume) 2019: 1311-1312 - 2018
- [j1]Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale:
A Data Mining Approach to Assess Privacy Risk in Human Mobility Data. ACM Trans. Intell. Syst. Technol. 9(3): 31:1-31:27 (2018) - [c4]Roberto Pellungrini, Anna Monreale, Riccardo Guidotti:
Privacy Risk for Individual Basket Patterns. MIDAS/PAP@PKDD/ECML 2018: 141-155 - [c3]Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale:
Analyzing Privacy Risk in Human Mobility Data. STAF Workshops 2018: 114-129 - 2017
- [c2]Roberto Pellungrini, Francesca Pratesi, Luca Pappalardo:
Assessing Privacy Risk in Retail Data. PAP@PKDD/ECML 2017: 17-22 - [c1]Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale:
Fast Estimation of Privacy Risk in Human Mobility Data. SAFECOMP Workshops 2017: 415-426
Coauthor Index
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last updated on 2024-10-23 20:33 CEST by the dblp team
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