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Geometry of Sensitivity: Twice Sampling and Hybrid Clipping in Differential Privacy with Optimal Gaussian Noise and Application to Deep Learning.
Hanshen Xiao
Jun Wan
Srinivas Devadas
Published in:
CCS (2023)
Keyphrases
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deep learning
gaussian noise
differential privacy
differentially private
image restoration
noisy images
data sets
machine learning
data integration
image patches