Federated SHAP: Privacy-Preserving and Consistent Post-hoc Explainability in Federated Learning

Machine Learning 2026

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Authors: Pietro Ducange, Francesco Marcelloni, Giustino Claudio Miglionico, Alessandro Renda, F. Ruffini
DOI: 10.1007/s10994-025-06956-1
Cited by: 5
References: 41

Fields of Study & Subjects

Privacy-Preserving Technologies in Data Explainable Artificial Intelligence (XAI) Advanced Technologies in Various Fields

Publication details

Journal / source
Machine Learning
Publisher
Springer Science and Business Media LLC
Volume
115
Issue
2
Publication date
20 January 2026
Language
EN