Participating Organizations
Collaborative Docs
Further Resources
- Sample dataset
- Further Resources
- HIPAA De-Identification Standards
- Differential Privacy
- Harvard Differential Privacy Project
- Dworkin Video: Differential Privacy Video (Mathematical definitions)
- Dworkin Paper: A Firm Foundation for Private Data Analysis
- Sweeney Paper: k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
- Dworkin, Roth: Differential Privacy Book (PDF)
- Tools:
- TensorFlow Privacy (Blog post and Github repo)
- Pre-requisite: TensorFlow installation and TensorFlow Neural Network training tutorial
- TensorBoard in notebooks could also be useful
- This sample TensorFlow neural net notebook could be helpful.