Analyzing Information Leakage of Updates to Natural Language Models

Santiago Zanella-Béguelin, Lukas Wutschitz, Shruti Tople +5

To continuously improve quality and reflect changes in data, machine learning applications have to regularly retrain and update their core models. We show that a differential analy…