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07/27/2022
Membership Inference Attacks via Adversarial Examples
The raise of machine learning and deep learning led to significant impro...
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03/17/2022
Leveraging Adversarial Examples to Quantify Membership Information Leakage
The use of personal data for training machine learning systems comes wit...
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04/07/2021
Concentration bounds for the empirical angular measure with statistical learning applications
The angular measure on the unit sphere characterizes the first-order dep...
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08/13/2020
Informative Clusters for Multivariate Extremes
Capturing the dependence structure of multivariate extreme data is a maj...
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03/25/2020