DP${}^2$-VAE: Differentially Private Pre-trained Variational Autoencoders

Dihong Jiang, Guojun Zhang, Mahdi Karami +3

Modern machine learning systems achieve great success when trained on large datasets. However, these datasets usually contain sensitive information (e.g. medical records, face imag…