Can Stochastic Gradient Langevin Dynamics Provide Differential Privacy for Deep Learning?

Guy Heller, Ethan Fetaya

Bayesian learning via Stochastic Gradient Langevin Dynamics (SGLD) has been suggested for differentially private learning. While previous research provides differential privacy bou…