Tempered Sigmoid Activations for Deep Learning with Differential Privacy

Nicolas Papernot, Abhradeep Thakurta, Shuang Song +2

Because learning sometimes involves sensitive data, machine learning algorithms have been extended to offer privacy for training data. In practice, this has been mostly an aftertho…