Membership Inference Attack and Workarounds using OPACUS

Membership Inference Attack with PyTorch and intro to OPACUS and Differential Privacy

More examples and extended version of the tutorial on github.com/leriomaggio/ppml-tutorial

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
.gitignore		.gitignore
1-MIA-Training.ipynb		1-MIA-Training.ipynb
2-MIA-Reconstruction.ipynb		2-MIA-Reconstruction.ipynb
3-Introducing-OPACUS.ipynb		3-Introducing-OPACUS.ipynb
4-MIA-Training-OPACUS.ipynb		4-MIA-Training-OPACUS.ipynb
5-MIA-Reconstruction-OPACUS.ipynb		5-MIA-Reconstruction-OPACUS.ipynb
LICENSE		LICENSE
README.md		README.md
dataset.py		dataset.py
environment.yml		environment.yml
mia_reconstruction.png		mia_reconstruction.png
models.py		models.py
train.py		train.py

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