PATE Framework — A Comic

A short comic representing the PATE Framework — a differential-privacy technique for training machine learning models on sensitive data. Alice's team of hospitals wants a COVID-19 classifier; the catch is that none of them can share patient data directly. The comic walks through how PATE lets them collaborate while keeping each hospital's data private.

Open the image at native resolution →

Comic illustrating the PATE differential privacy framework, by Ivoline Ngong

← Back to Writing