Crossmark

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

Crossref DOI link: https://doi.org/10.1007/s10994-025-06956-1

Published Online: 2026-01-20

Published Print: 2026-02

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Ducange, Pietro https://orcid.org/0000-0003-4510-1350
Marcelloni, Francesco https://orcid.org/0000-0002-5895-876X
Miglionico, Giustino Claudio https://orcid.org/0009-0003-0093-4735
Renda, Alessandro https://orcid.org/0000-0002-0482-5048
Ruffini, Fabrizio https://orcid.org/0000-0001-6328-4360
License Information

Text and Data Mining valid from 2026-01-20

Version of Record valid from 2026-01-20
More Information

Article History

Received: 3 April 2025

Revised: 31 July 2025

Accepted: 12 December 2025

First Online: 20 January 2026

Declarations

:

: The authors declare no conflict of interest.