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A Quantifying Approach for Evaluating Differential Privacy in Deep Learning.
Lihua Yin
Yang Lv
Zhe Sun
Fuqiang Tao
Ran Li
Published in:
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Keyphrases
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deep learning
differential privacy
differentially private
privacy preserving
unsupervised learning
privacy guarantees
unsupervised feature learning
weakly supervised
mental models
privacy preservation
machine learning
data sets
data sharing
data mining
data privacy
personal information
supervised learning