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Evaluations of Machine Learning Privacy Defenses are Misleading
We find that empirical evaluations of heuristic privacy defenses can be highly misleading, and propose a new evaluation protocol that is reliable and efficient.
Michael Aerni
,
Jie Zhang
,
Florian Tramèr
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