An implementation of "Data Synthesis via Differentially Private Markov Random Fields"
☆15Apr 2, 2024Updated 2 years ago
Alternatives and similar repositories for PrivMRF
Users that are interested in PrivMRF are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- dpmm: a library for synthetic tabular data generation with rich functionality and end-to-end Differential Privacy guarantees☆17Sep 4, 2026Updated 2 weeks ago
- A library providing general-purpose tools for estimating discrete distributions from noisy observations of their marginals.☆117Sep 4, 2026Updated 2 weeks ago
- Implementation of calibration bounds for differential privacy in the shuffle model☆21Nov 10, 2020Updated 5 years ago
- Hadamard Response: Communication efficient, sample optimal, linear time locally private learning of distributions☆16Sep 18, 2020Updated 6 years ago
- SDNist: Benchmark data and evaluation tools for data synthesizers.☆44Jun 5, 2026Updated 3 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Web application that makes data releases that satisfy differential privacy using the OpenDP Library☆22Apr 17, 2026Updated 5 months ago
- [CCS 2025] DPImageBench is an open-source toolkit developed to facilitate the research and application of DP image synthesis.☆36Feb 19, 2026Updated 7 months ago
- ☆25Dec 9, 2022Updated 3 years ago
- Utility-aware synthesis of differentially private and attack-resilient location traces☆25Jan 20, 2019Updated 7 years ago
- UCLANesl - NIST Differential Privacy Challenge (Match 3)☆26May 30, 2019Updated 7 years ago
- Sample LDP implementation in Python☆132Jul 26, 2023Updated 3 years ago
- A pytorch implementation for FACE: A Normalizing Flow based Cardinality Estimator☆26Oct 5, 2023Updated 2 years ago
- Source code for the Observatory of Anonymity☆10Jul 28, 2026Updated last month
- A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR☆109Jul 23, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆14Mar 9, 2026Updated 6 months ago
- For making notes when researching and studying.☆10Jul 29, 2022Updated 4 years ago
- This repository aims to be an ever-expanding workshop series that covers all things enclaves 📚☆12Aug 15, 2022Updated 4 years ago
- ☆11Nov 27, 2024Updated last year
- Putting Database Meeting Reports Together☆35Nov 10, 2023Updated 2 years ago
- Code for paper: "Privately generating tabular data using language models".☆16Jun 13, 2023Updated 3 years ago
- Code for Auditing Data Provenance in Text-Generation Models (in KDD 2019)☆10Jun 18, 2019Updated 7 years ago
- Readings in Differential Privacy☆19Jan 2, 2024Updated 2 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆52Oct 7, 2018Updated 7 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A implementation of Privacy Buckets: A numerical tool to calculate privacy loss☆11May 19, 2022Updated 4 years ago
- ☆16Mar 30, 2023Updated 3 years ago
- Research and experimental code related to Opacus, an open-source library for training PyTorch models with Differential Privacy☆18Oct 9, 2024Updated last year
- Source code of NAACL 2025 Findings "Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models"☆16Dec 16, 2025Updated 9 months ago
- Differentially Private (tabular) Generative Models Papers with Code☆54Jul 2, 2024Updated 2 years ago
- XDU-计科网安方向大数据安全与隐私实验三阶梯三-数据差分隐私处理☆13Jun 25, 2022Updated 4 years ago
- FairGrad, is an easy to use general purpose approach to enforce fairness for gradient descent based methods.☆14Oct 2, 2023Updated 2 years ago
- Implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"☆16Mar 21, 2023Updated 3 years ago
- PyTorch implementation of our ICLR 2023 paper titled "Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning?".☆12Mar 13, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Source code for RetraSyn. Real-Time Trajectory Synthesis with Local Differential Privacy.☆82Feb 29, 2024Updated 2 years ago
- ☆34Jul 17, 2026Updated 2 months ago
- Simple python scripts which identify papers authored by PC members in various conferences. Conference info pulled from DBLP.☆19Jun 9, 2020Updated 6 years ago
- ☆15Dec 9, 2020Updated 5 years ago
- ☆17Oct 16, 2025Updated 11 months ago
- [ICLR 2025] Official implementation of 'Hidden in the Noise: Two-Stage Robust Watermarking for Images'☆14May 5, 2025Updated last year
- 本项目实现自《差分隐私下满足一致性的轨迹流量发布方法》,作者蔡剑平☆12Sep 2, 2019Updated 7 years ago