When Machine Learning Models Leak: An Exploration of Synthetic Training Data

Manel Slokom, Peter-Paul de Wolf, Martha Larson

We investigate an attack on a machine learning model that predicts whether a person or household will relocate in the next two years, i.e., a propensity-to-move classifier. The att…