Moon-Il Joo

A privacy-preserving federated learning approach with multilevel differential privacy for lung cancer detection

Lung cancer detection in medical imaging presents significant challenges, particularly in preserving patient data privacy while enabling collaborative learning across institutions. Federated Learning (FL) offers a solution by allowing multiple clients to collaboratively train a s...