Useful tools for differential privacy
☆218Sep 11, 2022Updated 3 years ago
Alternatives and similar repositories for sunPytools
Users that are interested in sunPytools are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Sample LDP implementation in Python☆130Jul 26, 2023Updated 3 years ago
- Differential private machine learning☆199Feb 10, 2022Updated 4 years ago
- Repository for collection of research papers on privacy.☆344Jul 19, 2024Updated 2 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆11Feb 13, 2020Updated 6 years ago
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆79Nov 6, 2025Updated 9 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆12Sep 7, 2018Updated 7 years ago
- 关于2019和2018年的一些东西☆28Nov 9, 2019Updated 6 years ago
- code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16☆47Jan 19, 2017Updated 9 years ago
- ☆336Apr 14, 2026Updated 4 months ago
- 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 6 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Apr 13, 2020Updated 6 years ago
- Implementation of local differential privacy mechanisms in Python language.☆29Jul 26, 2022Updated 4 years ago
- Diffprivlib: The IBM Differential Privacy Library☆919Sep 17, 2025Updated 11 months ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆49Aug 30, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆173Dec 11, 2022Updated 3 years ago
- Simulate a federated setting and run differentially private federated learning.☆393Mar 7, 2025Updated last year
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Feb 17, 2022Updated 4 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Jan 15, 2021Updated 5 years ago
- Code for NIPS'2017 paper☆51Jul 16, 2020Updated 6 years ago
- Locally Private Graph Neural Networks (ACM CCS 2021)☆50Jul 17, 2026Updated last month
- ☆14Feb 19, 2025Updated last year
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆387Sep 2, 2025Updated 11 months ago
- Code for CCS '23 paper "Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation"☆16Nov 17, 2023Updated 2 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.
- ☆25Dec 9, 2022Updated 3 years ago
- RAPPOR: Privacy-Preserving Reporting Algorithms☆869Jul 14, 2022Updated 4 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Mar 1, 2018Updated 8 years ago
- list of differential-privacy related resources☆329Jan 10, 2025Updated last year
- Implementation of calibration bounds for differential privacy in the shuffle model☆21Nov 10, 2020Updated 5 years ago
- Implementation of DataFly for K-anonymity, and implemented Laplace Mechanism and Exponential Mechanism for Differential Privacy☆41Feb 28, 2019Updated 7 years ago
- Training PyTorch models with differential privacy☆1,953Jul 13, 2026Updated last month
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Oct 4, 2022Updated 3 years ago
- Evaluation code for mobile crowdsourcing privacy (paper: On (The Lack Of) Location Privacy in Crowdsourcing Applications -- USENIX Securi…☆19Nov 25, 2020Updated 5 years ago
- 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.
- Implementation of dp-based federated learning framework using PyTorch☆323Jan 3, 2026Updated 7 months ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆425Oct 26, 2024Updated last year
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Apr 16, 2021Updated 5 years ago
- Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS☆12Jul 26, 2022Updated 4 years ago
- ☆20Feb 2, 2024Updated 2 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Feb 4, 2022Updated 4 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆47Nov 28, 2022Updated 3 years ago