All Questions
Tagged with differential-privacy neural-networks
4 questions
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How does DP-SGD handle the composition problem between layers?
The paper 'Deep Learning with Differential Privacy' proposed DP-SGD and moments accoutant. The authors consider the NN layers separately, which allows they set different $C$ and $\sigma$ for different ...
- 11
1
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Why is DP-SGD differentially private?
The paper 'Deep Learning with Differential Privacy' explains how to make a deep learning algorithm as differentially private. This explanation is implemented in Tensorflow Privacy
My question is: we ...
- 11
3
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170
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Adding Laplace noise to a learned neural network
My question is related to the concept of differential privacy and deep learning. I found many papers to learn neural networks with differential privacy, but is it also possible to achieve differential ...
- 31
2
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82
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Can we get the input from a multilayer perceptron based on the output of one of its hidden layers?
I was reading a relatively new paper that proposed to split a nerual networks layers into groups and sending each group to different nodes to train them in a distributed manner. In order to not send ...
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