ConferenceAAAI Conference on Artificial Intelligence2021
Amnesiac Machine Learning
Laura M. Graves, Vineel Nagisetty, Vijay Ganesh
Proposes two efficient data deletion methods, Unlearning and Amnesiac Unlearning, to make deep neural networks compliant with GDPR's Right to be Forgotten while resisting model inversion and membership inference attacks.
458May 18, 2021Neural Networks
arXiv