References: Abadi, Martin et al.
Results
On the MNIST dataset
| Model | Test Accuracy |
|---|---|
| Vanilla model | 97.00% |
| Differentially Private | 91.00% |
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Implement Differentially-private SGD. Large ε cause low model accuracy.
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