Membership Inference Attacks on Deep Regression Models for Neuroimaging

Umang Gupta, Dimitris Stripelis, Pradeep K. Lam +3

Ensuring the privacy of research participants is vital, even more so in healthcare environments. Deep learning approaches to neuroimaging require large datasets, and this often nec…