On the Privacy Risks of Deploying Recurrent Neural Networks in Machine Learning Models

Yunhao Yang, Parham Gohari, Ufuk Topcu

We study the privacy implications of training recurrent neural networks (RNNs) with sensitive training datasets. Considering membership inference attacks (MIAs), which aim to infer…