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09/02/2022
Are Attribute Inference Attacks Just Imputation?
Models can expose sensitive information about their training data. In an...
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07/14/2022
Active Data Pattern Extraction Attacks on Generative Language Models
With the wide availability of large pre-trained language model checkpoin...
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05/21/2020
Revisiting Membership Inference Under Realistic Assumptions
Membership inference attacks on models trained using machine learning ha...
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10/30/2019
Efficient Privacy-Preserving Nonconvex Optimization
While many solutions for privacy-preserving convex empirical risk minimi...
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02/24/2019