mynameisfiber / baton
distributed federated learning for pytorch
☆15Updated 6 years ago
Alternatives and similar repositories for baton:
Users that are interested in baton are comparing it to the libraries listed below
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆24Updated 2 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 3 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 2 years ago
- Related material on Federated Learning☆26Updated 4 years ago
- Federated Machine Learning Using MLP☆10Updated 7 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆33Updated 5 years ago
- tf implementation of federated learning☆41Updated 5 years ago
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- ☆14Updated 7 years ago
- Blog dedicated to cryptography and machine learning☆23Updated 3 months ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated 7 months ago
- Federated Learning mini-framework with Keras☆35Updated 5 years ago
- Machine Learning with SPDZ☆20Updated 6 years ago
- Code for NIPS'2017 paper☆50Updated 4 years ago
- Federated Multi-Task Learning☆129Updated 6 years ago
- ☆167Updated 7 years ago
- ☆72Updated last year
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Updated 4 years ago
- Federated Learning on XGBoost☆46Updated 5 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago
- ☆31Updated 6 years ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆41Updated 10 months ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Updated 3 years ago
- Salvaging Federated Learning by Local Adaptation☆56Updated 7 months ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated last year
- A curated list of resources for privacy-preserving machine learning☆148Updated 3 years ago
- privacy preserving deep learning☆15Updated 7 years ago
- Differentially private learning on distributed data (NIPS 2017)☆12Updated 7 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆133Updated 3 years ago
- Code for the signSGD paper☆83Updated 4 years ago