Explainable and secure federated learning for privacy-enhancing skin cancer classification using a lightweight multi-scale CNN
AS
Abdullah Siddique Mohammad Sayeed SB
Shaikh Afnan Birahim MU
Md Shafiq Ullah YI
Yamina Islam AP
Avijit Paul MH
Mohammad Asif Hasan MA
Mominul Ahsan MK
Marcin Kowalski
Abdullah Siddique Mohammad Sayeed et al. (2026). Explainable and secure federated learning for privacy-enhancing skin cancer classification using a lightweight multi-scale CNN. Scientific Reports. https://doi.org/10.1038/s41598-026-41360-2