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06/08/2023
Towards Understanding the Interplay of Generative Artificial Intelligence and the Internet
The rapid adoption of generative Artificial Intelligence (AI) tools that...
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06/01/2022
Differentially Private Shapley Values for Data Evaluation
The Shapley value has been proposed as a solution to many applications i...
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03/07/2022
Continual and Sliding Window Release for Private Empirical Risk Minimization
It is difficult to continually update private machine learning models wi...
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02/11/2022
The Shapley Value in Machine Learning
Over the last few years, the Shapley value, a solution concept from coop...
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11/15/2021
On the Importance of Difficulty Calibration in Membership Inference Attacks
The vulnerability of machine learning models to membership inference att...
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06/25/2020