Dpsgd Optimizer
Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enforces privacy by clipping and sanitising the gradients with Gaussian noise during training.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Invertinggradients | 109 | 2 years ago | mit | Jupyter Notebook | ||||||
| Algorithms to recover input data from their gradient signal through a neural network | ||||||||||
| Dpboost | 24 | 7 months ago | 1 | mit | C++ | |||||
| Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020) | ||||||||||
| R Gap | 7 | 3 years ago | Python | |||||||
| Recursive Gradient Attack on Privacy | ||||||||||
| Dpsgd Optimizer | 5 | 3 years ago | mit | Python | ||||||
| Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enforces privacy by clipping and sanitising the gradients with Gaussian noise during training. | ||||||||||
Alternatives To Dpsgd OptimizerSelect To Compare
Alternative Project Comparisons
Popular Gradient Projects
Popular Privacy Projects
Popular User Interface Components Categories
Related Searches
Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Python
Deep Learning
Tensorflow
Convolutional Neural Networks
Privacy
Gradient
Mnist
Gradient Descent