Model Inversion Attacks that Exploit Confidence …

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a model inversion attack, recently introduced in a case study of linear classi ers in personalized medicine by Fredrikson et al. [13], adversarial access to an ML model is abused to learn sensitive genomic information about individuals. Whether model inversion attacks apply to settings outside theirs, however, is unknown.

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