On the privacy-utility trade-off in differentially private hierarchical text classification

1 code implementation • 4 Mar 2021 • Dominik Wunderlich, Daniel Bernau, Francesco Aldà, Javier Parra-Arnau, Thorsten Strufe

This work investigates the privacy-utility trade-off in hierarchical text classification with differential privacy guarantees, and identifies neural network architectures that offer superior trade-offs.

General Classification Inference Attack +4