Saïd Mahmoudi

Cloud architecture for digital phenotyping and automation

2017

Digital phenotyping presents a very important tool for scientists to measure with high accuracy the effects of external phenomena on plant development. Plant phenotyping is mainly based on imaging techniques. However, the number of images …

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 …