Differential Privacy and Federated Learning for Medical Data

A practical assessment of Differential Privacy & Federated Learning in the medical context.

(Bing AI generated image, original, full ownership)

Sensitive data cries out for more protection

The need for data privacy seems to be generally at ease nowadays in the era of large language models trained on everything from the public internet, regardless of actual intellectual property which their respective company leaders openly admit.

But there’s a much more sensitive parallel universe when it comes to patients’ data, …

data science differential privacy federated learning medical data