Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings

Klim Kireev, Maksym Andriushchenko, Carmela Troncoso +1

Research on adversarial robustness is primarily focused on image and text data. Yet, many scenarios in which lack of robustness can result in serious risks, such as fraud detection…