A toolbox for differentially private data generation
☆130Jul 6, 2023Updated 2 years ago
Alternatives and similar repositories for private-data-generation
Users that are interested in private-data-generation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS☆12Jul 26, 2022Updated 3 years ago
- Differentially Private Conditional Generative Adversarial Network☆31Oct 12, 2021Updated 4 years ago
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆81Apr 29, 2020Updated 6 years ago
- Differentially Private (tabular) Generative Models Papers with Code☆54Jul 2, 2024Updated last year
- COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records☆57Dec 15, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- autodp: A flexible and easy-to-use package for differential privacy☆279Dec 5, 2023Updated 2 years ago
- ☆17Sep 9, 2020Updated 5 years ago
- ☆275Apr 3, 2024Updated 2 years ago
- Differentially Private Diffusion Models☆106Dec 26, 2023Updated 2 years ago
- ☆44Dec 7, 2022Updated 3 years ago
- Dual Adversarial Autoencoder for Generating Set-valued Sequences☆19Jan 15, 2021Updated 5 years ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 3 years ago
- Benchmarking synthetic data generation methods.☆309Updated this week
- Machine Learning and Artificial Intelligence for Medicine.☆470Feb 27, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Training PyTorch models with differential privacy☆1,934May 20, 2026Updated 3 weeks ago
- Conditional GAN for generating synthetic tabular data.☆1,560Updated this week
- Official GitHub for CTAB-GAN+☆89May 14, 2024Updated 2 years ago
- Source code for the Observatory of Anonymity☆10Dec 5, 2022Updated 3 years ago
- Synthesize a new dataset based on the original dataset for later machine learning to facilitate the data sharing from the customer.☆17Feb 4, 2025Updated last year
- ☆42Sep 6, 2023Updated 2 years ago
- BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipe…☆18Jun 24, 2022Updated 3 years ago
- Evaluate real and synthetic datasets against each other☆92Updated this week
- ☆24Apr 29, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆10Apr 27, 2025Updated last year
- Code for Auditing DPSGD☆39Feb 15, 2022Updated 4 years ago
- list of differential-privacy related resources☆327Jan 10, 2025Updated last year
- Diffprivlib: The IBM Differential Privacy Library☆912Sep 17, 2025Updated 8 months ago
- Repo for the paper "Bounding Training Data Reconstruction in Private (Deep) Learning".☆11Jun 16, 2023Updated 2 years ago
- ☆17Oct 22, 2020Updated 5 years ago
- Privacy-preserving generative deep neural networks support clinical data sharing☆106Apr 20, 2019Updated 7 years ago
- ☆32Sep 16, 2022Updated 3 years ago
- Official implementation of "GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators" (NeurIPS 2020)☆70Sep 26, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆22Apr 1, 2026Updated 2 months ago
- ☆11May 8, 2016Updated 10 years ago
- Code samples and documentation for SmartNoise differential privacy tools☆133Jun 22, 2022Updated 3 years ago
- Sample code for VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data☆19Mar 7, 2021Updated 5 years ago
- Source code for the VLDB 2021 paper.☆11May 19, 2021Updated 5 years ago
- ☆43Dec 8, 2022Updated 3 years ago
- Package to parse and analyze trademark data from the United States Patent and Trademark Office☆14Apr 5, 2017Updated 9 years ago