Naive implementation of basic Differential-Privacy framework and algorithms
☆49Aug 30, 2022Updated 3 years ago
Alternatives and similar repositories for differential-privacy
Users that are interested in differential-privacy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Accompanying source code to my Bachelor's thesis at TUHH☆11Mar 15, 2018Updated 8 years ago
- playing with Dwork's adaptive holdout and how to use it for a grid-search☆11Feb 22, 2018Updated 8 years ago
- list of differential-privacy related resources☆329Jan 10, 2025Updated last year
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆12Sep 7, 2018Updated 7 years ago
- A Privacy Preserving Data Mining Platform☆46Jul 10, 2012Updated 14 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.
- ☆19Jun 11, 2021Updated 5 years ago
- QGIS differential privacy processing plugin☆23Mar 15, 2016Updated 10 years ago
- Useful tools for differential privacy☆218Sep 11, 2022Updated 3 years ago
- 关于2019和2018年的一些东西☆28Nov 9, 2019Updated 6 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Apr 16, 2021Updated 5 years ago
- A concise primer on Differential Privacy☆29Jun 24, 2020Updated 6 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆45Nov 29, 2021Updated 4 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Feb 17, 2022Updated 4 years ago
- Implementation of DataFly for K-anonymity, and implemented Laplace Mechanism and Exponential Mechanism for Differential Privacy☆41Feb 28, 2019Updated 7 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.
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Mar 1, 2018Updated 8 years ago
- code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16☆47Jan 19, 2017Updated 9 years ago
- Implementation of local differential privacy mechanisms in Python language.☆29Jul 26, 2022Updated 4 years ago
- simple Differential Privacy in PyTorch☆49May 29, 2020Updated 6 years ago
- TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations☆20Dec 27, 2020Updated 5 years ago
- Differential Privacy Testing System☆22Apr 24, 2020Updated 6 years ago
- Mining Frequent Sequential Patterns under Differential Privacy☆16May 22, 2014Updated 12 years ago
- SAP Security research sample code and tutorials for generating differentially private synthetic datasets using generative deep learning m…☆22Mar 7, 2024Updated 2 years ago
- Diffprivlib: The IBM Differential Privacy Library☆919Sep 17, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆20Apr 10, 2019Updated 7 years ago
- Code for our paper "Fair k-Center Clustering for Data Summarization"☆12Apr 26, 2019Updated 7 years ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆136Dec 8, 2022Updated 3 years ago
- A Convolutional Neural Network For Multi-scale Taxi Trajectory Prediction☆14Dec 13, 2018Updated 7 years ago
- Differentially Private Clustering in High-Dimensional Euclidean Spaces☆12Dec 30, 2017Updated 8 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆11Feb 13, 2020Updated 6 years ago
- This repo contains the underlying code for all the experiments from the paper: "Automatic Discovery of Privacy-Utility Pareto Fronts"☆28Oct 3, 2022Updated 3 years ago
- Duet: A Language for Differential Privacy☆17Jul 5, 2022Updated 4 years ago
- Python implementation of differential privacy using Laplace mechanism☆11Apr 13, 2026Updated 3 months 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.
- Machine Learning Course (INFO 697-03)☆18Dec 3, 2024Updated last year
- Fork of the differential privacy module of TF/models/research☆15Oct 9, 2019Updated 6 years ago
- Symmetric Partial Homomorphic Encryption☆15Oct 13, 2020Updated 5 years ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆27Oct 15, 2020Updated 5 years ago
- Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enfo…☆44Apr 12, 2024Updated 2 years ago
- ☆14Feb 19, 2025Updated last year
- Symmetric Homomorphic Encryption☆11Jul 26, 2022Updated 4 years ago