☆335Apr 14, 2026Updated 3 months ago
Alternatives and similar repositories for programming-dp
Users that are interested in programming-dp 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 federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆388Sep 2, 2025Updated 11 months ago
- Useful tools for differential privacy☆218Sep 11, 2022Updated 3 years ago
- Training PyTorch models with differential privacy☆1,948Jul 13, 2026Updated 3 weeks ago
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆173Dec 11, 2022Updated 3 years ago
- Local Differential Privacy for Federated Learning☆19Oct 24, 2022Updated 3 years 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.
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆425Oct 26, 2024Updated last year
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Feb 17, 2022Updated 4 years ago
- This repo implements several algorithms for learning with differential privacy.☆110Dec 15, 2022Updated 3 years ago
- Diffprivlib: The IBM Differential Privacy Library☆919Sep 17, 2025Updated 10 months ago
- Repository for collection of research papers on privacy.☆344Jul 19, 2024Updated 2 years ago
- Implementation of local differential privacy mechanisms in Python language.☆29Jul 26, 2022Updated 4 years ago
- Readings in Differential Privacy☆18Jan 2, 2024Updated 2 years ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆550May 11, 2026Updated 3 months ago
- list of differential-privacy related resources☆329Jan 10, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Differential private machine learning☆200Feb 10, 2022Updated 4 years ago
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆50Jul 3, 2023Updated 3 years ago
- Sample LDP implementation in Python☆130Jul 26, 2023Updated 3 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
- Library for training machine learning models with privacy for training data☆2,023Jul 8, 2026Updated last month
- Google's differential privacy libraries.☆3,341Updated this week
- The design and implementation of the Privacy Integrated Queries (PINQ) platform for privacy-preserving data analysis☆11Feb 25, 2017Updated 9 years ago
- A machine-learning-based tool for discovering differential privacy violations in black-box algorithms.☆23May 26, 2022Updated 4 years ago
- ☆43Dec 8, 2022Updated 3 years 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.
- Implementation of dp-based federated learning framework using PyTorch☆323Jan 3, 2026Updated 7 months ago
- autodp: A flexible and easy-to-use package for differential privacy☆279Dec 5, 2023Updated 2 years ago
- FedGS: Federated Graph-based Sampling with Arbitrary Client Availability, arxiv.org/abs/2211.13975) was accepted by AAAI 2023 Conference.☆17Jan 4, 2023Updated 3 years ago
- Implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"☆16Mar 21, 2023Updated 3 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆759Mar 25, 2026Updated 4 months ago
- A foundational platform that primarily shares federated learning, differential privacy content☆27Mar 19, 2025Updated last year
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆135Sep 30, 2024Updated 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 6 years ago
- An implementation of "Data Synthesis via Differentially Private Markov Random Fields"☆15Apr 2, 2024Updated 2 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.
- Code to reproduce experiments in "Antipodes of Label Differential Privacy PATE and ALIBI"☆32Apr 25, 2022Updated 4 years ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆49Aug 30, 2022Updated 3 years ago
- ☆21Nov 2, 2022Updated 3 years ago
- Tools and service for differentially private processing of tabular and relational data☆301Jul 1, 2026Updated last month
- Differentially Private Federated Learning on Heterogeneous Data☆77Feb 22, 2022Updated 4 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Apr 16, 2021Updated 5 years ago
- Locally Private Graph Neural Networks (ACM CCS 2021)☆50Jul 17, 2026Updated 3 weeks ago