Learn what you want to unlearn: Unlearning inversion attacks against machine unlearning

H Hu, S Wang, T Dong, M Xue - arXiv preprint arXiv:2404.03233, 2024 - arxiv.org
Machine unlearning has become a promising solution for fulfilling the" right to be forgotten",
under which individuals can request the deletion of their data from machine learning …

[PDF][PDF] FEW-SHOT UNLEARNING

Y Yoon, J Nam, D Kim, J Ok - download.huan-zhang.com
We consider the problem of machine unlearning to erase target data, which is used in
training but incorrect or sensitive, from a trained model while the training dataset is …

Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning

H Hu, S Wang, T Dong, M Xue - 2024 IEEE Symposium on Security …, 2024 - computer.org
Abstract Machine unlearning has become a promising solution for fulfilling the" right to be
forgotten", under which individuals can request the deletion of their data from machine …

Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning

H Hu, S Wang, T Dong, M Xue - arXiv e-prints, 2024 - ui.adsabs.harvard.edu
Abstract Machine unlearning has become a promising solution for fulfilling the" right to be
forgotten", under which individuals can request the deletion of their data from machine …

Few-shot Unlearning

Y Yoon, J Nam, H Yun, J Lee, D Kim… - 2024 IEEE Symposium on …, 2024 - computer.org
We consider the problem of machine unlearning to erase the impact of a target dataset, used
in training but incorrect or sensitive, from a trained model. It has been often presumed that …