Glossary

Model inversion

Reconstructing sensitive features of training data, such as a face or a record’s attributes, from a model’s outputs or confidence scores (MITRE ATLAS AML.T0024.001).

Defined in: MITRE ATLAS

Covered in

Guide

Assess extraction, membership and inference risks

Define what an adversary can observe and measure privacy leakage without confusing a model’s output with proof about its training data.