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Luca Corbucci
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2024
L. Corbucci
,
Monreale, A.
, and
Pellungrini, R.
,
“
Enhancing Privacy and Utility in Federated Learning: A Hybrid P2P and Server-Based Approach with Differential Privacy Protection
”
, in
Proceedings of the 21st International Conference on Security and Cryptography - SECRYPT
, 2024.
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L. Corbucci
,
Heikkila, M. A.
,
Noguero, D. Solans
,
Monreale, A.
, and
Kourtellis, N.
,
“
PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning
”
, 2024.
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2023
L. Corbucci
,
Guidotti, R.
, and
Monreale, A.
,
“
Explaining Black-Boxes in Federated Learning
”
, in
Explainable Artificial Intelligence
, Cham, 2023.
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2022
L. Corbucci
,
Monreale, A.
,
Panigutti, C.
,
Natilli, M.
,
Smiraglio, S.
, and
Pedreschi, D.
,
“
Semantic Enrichment of XAI Explanations for Healthcare
”
,
24th International Conference on Artificial Intelligence
. 2022.
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