Toward Training at ImageNet Scale with Differential Privacy

Alexey Kurakin, Shuang Song, Steve Chien +3

Differential privacy (DP) is the de facto standard for training machine learning (ML) models, including neural networks, while ensuring the privacy of individual examples in the tr…