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11/18/2021
Enhanced Membership Inference Attacks against Machine Learning Models
How much does a given trained model leak about each individual data reco...
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07/18/2020
ML Privacy Meter: Aiding Regulatory Compliance by Quantifying the Privacy Risks of Machine Learning
When building machine learning models using sensitive data, organization...
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06/15/2020
On Adversarial Bias and the Robustness of Fair Machine Learning
Optimizing prediction accuracy can come at the expense of fairness. Towa...
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05/29/2019