Mirror Mirror on the Wall, Have I Forgotten it All? A New Framework for Evaluating Machine Unlearning

Brennon Brimhall, Philip Mathew, Neil Fendley +2

Machine unlearning methods take a model trained on a dataset and a forget set, then attempt to produce a model as if it had only been trained on the examples not in the forget set.…