Differential Privacy
Fork of the differential privacy module of TF/models/research
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Opacus | 1,535 |  | 17 | 5 months ago | 20 | May 06, 2022 | 68 | apache-2.0 | Jupyter Notebook | |
| Training PyTorch models with differential privacy | ||||||||||
| Deep Spying | 173 | 7 years ago | apache-2.0 | Python | ||||||
| Spying using Smartwatch and Deep Learning | ||||||||||
| Invertinggradients | 109 | 2 years ago | mit | Jupyter Notebook | ||||||
| Algorithms to recover input data from their gradient signal through a neural network | ||||||||||
| Sympc | 87 | a year ago | 120 | mit | Python | |||||
| A SMPC companion library for Syft | ||||||||||
| Privpkt | 81 | a year ago | 26 | mit | Python | |||||
| Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification) | ||||||||||
| Sprint_gan | 79 | 5 years ago | other | Jupyter Notebook | ||||||
| Privacy-preserving generative deep neural networks support clinical data sharing | ||||||||||
| Tsgm | 60 | 5 months ago | 3 | September 28, 2023 | 9 | apache-2.0 | Python | |||
| Generative modeling of synthetic time series data and time series augmentations | ||||||||||
| Privapi | 25 | 3 years ago | 1 | apache-2.0 | Python | |||||
| Detect Sensitive REST API communication using Deep Neural Networks | ||||||||||
| Differential Privacy Federated Learning | 22 | 3 years ago | mit | Jupyter Notebook | ||||||
| Curated notebooks on how to train neural networks using differential privacy and federated learning. | ||||||||||
| Differential Privacy | 10 | 5 years ago | 1 | mit | Python | |||||
| Fork of the differential privacy module of TF/models/research | ||||||||||
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