Data Exfiltration by Compression Attack: Definition and Evaluation on Medical Image Data

Huiyu Li, Nicholas Ayache, Hervé Delingette

With the rapid expansion of data lakes storing health data and hosting AI algorithms, a prominent concern arises: how safe is it to export machine learning models from these data l…