Explainable and secure federated learning for privacy-enhancing skin cancer classification using a lightweight multi-scale CNN

A Abdullah Siddique Mohammad Sayeed S Shaikh Afnan Birahim M Md Shafiq Ullah Y Yamina Islam A Avijit Paul M Mohammad Asif Hasan M Mominul Ahsan M Marcin Kowalski

Article Details

Volume / Issue Vol. 16, Issue 1
Published February 28, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (8)

A

Abdullah Siddique Mohammad Sayeed

S

Shaikh Afnan Birahim

M

Md Shafiq Ullah

Y

Yamina Islam

A

Avijit Paul

M

Mohammad Asif Hasan

M

Mominul Ahsan

M

Marcin Kowalski