Federated Boosted Decision Trees with Differential Privacy

Samuel Maddock, Graham Cormode, Tianhao Wang +2

There is great demand for scalable, secure, and efficient privacy-preserving machine learning models that can be trained over distributed data. While deep learning models typically…