Information Leakage from Data Updates in Machine Learning Models

Tian Hui, Farhad Farokhi, Olga Ohrimenko

In this paper we consider the setting where machine learning models are retrained on updated datasets in order to incorporate the most up-to-date information or reflect distributio…