Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications

Marziyeh Mohammadi, Mohsen Vejdanihemmat, Mahshad Lotfinia +4

Differential privacy (DP) is a key technique for protecting sensitive patient data in medical deep learning (DL). As clinical models grow more data-dependent, balancing privacy wit…