Luca Corbucci

According to our database, Luca Corbucci authored at least 4 papers between 2023 and 2024.

Collaborative distances:

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

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

PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning.

Luca Corbucci, Mikko A. Heikkilä, David Solans Noguero, Anna Monreale, Nicolas Kourtellis

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Explaining Black-Boxes in Federated Learning.

Luca Corbucci, Riccardo Guidotti, Anna Monreale

Proceedings of the Explainable Artificial Intelligence, 2023

Semantic Enrichment of Explanations of AI Models for Healthcare.

Luca Corbucci, Anna Monreale, Cecilia Panigutti, Michela Natilli, Simona Smiraglio, Dino Pedreschi

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