Leandro Collier

Secure federated learning applied to medical imaging with fully homomorphic encryption

2024

This study explores the convergence of Federated Learning (FL) and Fully Homomorphic Encryption (FHE) through an innovative approach applied to a confidential dataset composed of mammograms from Belgian medical records. Our goal is to clarify …