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02/02/2023
On the Efficacy of Differentially Private Few-shot Image Classification
There has been significant recent progress in training differentially pr...
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02/01/2023
Analyzing Leakage of Personally Identifiable Information in Language Models
Language Models (LMs) have been shown to leak information about training...
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06/10/2022
Bayesian Estimation of Differential Privacy
Algorithms such as Differentially Private SGD enable training machine le...
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12/17/2019