Roberto Pellungrini

According to our database, Roberto Pellungrini authored at least 22 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Analyzing and explaining privacy risks on time series data: ongoing work and challenges.

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

SIGKDD Explor., June, 2024

Bridging the Gap in Hybrid Decision-Making Systems.

Federico Mazzoni, Roberto Pellungrini, Riccardo Guidotti

CoRR, 2024

AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems.

Clara Punzi, Roberto Pellungrini, Mattia Setzu, Fosca Giannotti, Dino Pedreschi

CoRR, 2024

TrajectGuard: A Comprehensive Privacy-Risk Framework for Multiple-Aspects Trajectories.

Fernanda Oliveira Gomes, Roberto Pellungrini, Anna Monreale, Chiara Renso, Jean Everson Martina

IEEE Access, 2024

Enhancing Privacy and Utility in Federated Learning: A Hybrid P2P and Server-Based Approach with Differential Privacy Protection.

Luca Corbucci, Anna Monreale, Roberto Pellungrini

Proceedings of the 21st International Conference on Security and Cryptography, 2024

Interpretable and Fair Mechanisms for Abstaining Classifiers.

Daphne Lenders, Andrea Pugnana, Roberto Pellungrini, Toon Calders, Dino Pedreschi, Fosca Giannotti

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023

A Survey on Privacy in Human Mobility.

Anna Monreale, Roberto Pellungrini

Trans. Data Priv., January, 2023

Explaining Socio-Demographic and Behavioral Patterns of Vaccination Against the Swine Flu (H1N1) Pandemic.

Clara Punzi, Aleksandra Maslennikova, Gizem Gezici, Roberto Pellungrini, Fosca Giannotti

Proceedings of the Explainable Artificial Intelligence, 2023

Trustworthy AI at KDD Lab.

Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Mattia Setzu, Rosaria Deluca

Proceedings of the Italia Intelligenza Artificiale, 2023

EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories.

Francesca Naretto, Roberto Pellungrini, Salvatore Rinzivillo, Daniele Fadda

Proceedings of the Discovery Science - 26th International Conference, 2023

2022

Modeling Adversarial Behavior Against Mobility Data Privacy.

Roberto Pellungrini, Luca Pappalardo, Filippo Simini, Anna Monreale

IEEE Trans. Intell. Transp. Syst., 2022

scikit-mobility: A <i>Python</i> Library for the Analysis, Generation, and Risk Assessment of Mobility Data.

Luca Pappalardo, Filippo Simini, Gianni Barlacchi, Roberto Pellungrini

J. Stat. Softw., 2022

2021

Privacy Risk and Data Utility Assessment on Network Data.

Roberto Pellungrini

Proceedings of the From Data to Models and Back, 2021

2020

Modeling & Predicting Privacy Risk in Personal Data.

Roberto Pellungrini

PhD thesis, 2020

Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks.

Francesca Naretto, Roberto Pellungrini, Franco Maria Nardini, Fosca Giannotti

Proceedings of the ECML PKDD 2020 Workshops, 2020

Predicting and Explaining Privacy Risk Exposure in Mobility Data.

Francesca Naretto, Roberto Pellungrini, Anna Monreale, Franco Maria Nardini, Mirco Musolesi

Proceedings of the Discovery Science - 23rd International Conference, 2020

2019

Human Mobility from theory to practice: Data, Models and Applications.

Luca Pappalardo, Gianni Barlacchi, Roberto Pellungrini, Filippo Simini

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

2018

A Data Mining Approach to Assess Privacy Risk in Human Mobility Data.

Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale

ACM Trans. Intell. Syst. Technol., 2018

Analyzing Privacy Risk in Human Mobility Data.

Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale

Proceedings of the Software Technologies: Applications and Foundations, 2018

Privacy Risk for Individual Basket Patterns.

Roberto Pellungrini, Anna Monreale, Riccardo Guidotti

Proceedings of the ECML PKDD 2018 Workshops, 2018

2017

Fast Estimation of Privacy Risk in Human Mobility Data.

Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale

Proceedings of the Computer Safety, Reliability, and Security, 2017

Assessing Privacy Risk in Retail Data.

Roberto Pellungrini, Francesca Pratesi, Luca Pappalardo

Proceedings of the Personal Analytics and Privacy. An Individual and Collective Perspective, 2017