Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Jamie Hayes, Ilia Shumailov, Eleni Triantafillou +2

The high cost of model training makes it increasingly desirable to develop techniques for unlearning. These techniques seek to remove the influence of a training example without ha…