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10/17/2022
Forget Unlearning: Towards True Data-Deletion in Machine Learning
Unlearning has emerged as a technique to efficiently erase information o...
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11/02/2021
Knowledge Cross-Distillation for Membership Privacy
A membership inference attack (MIA) poses privacy risks on the training ...
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02/11/2021
Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent
We model the dynamics of privacy loss in Langevin diffusion and extend i...
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02/27/2019