Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting

Samuel Yeom, Irene Giacomelli, Matt Fredrikson, Somesh Jha. Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting. In 31st IEEE Computer Security Foundations Symposium, CSF 2018, Oxford, United Kingdom, July 9-12, 2018. pages 268-282, IEEE Computer Society, 2018. [doi]

Abstract

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