This project is a comparative study of Differential Privacy in Machine Learning...
- Two different Differential Privacy techniques to preserve the sensitive data are studied. They were applied on multiple data-sets like:
- MNIST (Modified National Institute of Standards and Technology)
- SVHN (Street View House Number)
- CIFAR-10 (Canadian Institute for Advanced Research)