Overfitting, robustness, and malicious algorithms: A study of potential causes of privacy risk in machine learning

Samuel Yeom, Irene Giacomelli, Alan Menaged, Matt Fredrikson, Somesh Jha. Overfitting, robustness, and malicious algorithms: A study of potential causes of privacy risk in machine learning. Journal of Computer Security, 28(1):35-70, 2020. [doi]

Abstract

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