Model Inversion and other Threats in Machine Learning
I’m going to talk about some of our recent and ongoing work on topics that touch on machine learning and optimization. I’ll focus mainly on our work on model inversion attacks. Consider a machine learning model f that takes features x_1,…,x_t and produces from them a prediction y. In many …