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Adversary Instantiation: Lower Bounds for Differentially Private Machine Learning.
Milad Nasr
Shuang Song
Abhradeep Thakurta
Nicolas Papernot
Nicholas Carlini
Published in:
CoRR (2021)
Keyphrases
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differentially private
lower bound
machine learning
upper bound
differential privacy
data mining
feature selection
objective function
active learning
supervised learning
model selection
databases
data analysis
knowledge discovery
statistical methods
statistical inference