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Model Inversion Attacks that Exploit Confidence …

Model Inversion Attacks that Exploit Confidence …

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di erent BigML decision tree models. This high precision holds for target subjects who are known to be in the training data, while the estimator’s precision is signi cantly worse for those not in the training data set. This demonstrates that publishing these models poses a privacy risk for those contributing to the training data.

  Model, That, Attacks, Inversion, Exploits, Model inversion attacks that exploit

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