Implementation of local differential privacy mechanisms in Python language.
☆29Jul 26, 2022Updated 3 years ago
Alternatives and similar repositories for ldp-protocols-mobility-cdrs
Users that are interested in ldp-protocols-mobility-cdrs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Local Differential Privacy for Federated Learning☆19Oct 24, 2022Updated 3 years ago
- Hadamard Response: Communication efficient, sample optimal, linear time locally private learning of distributions☆16Sep 18, 2020Updated 5 years ago
- Sample LDP implementation in Python☆128Jul 26, 2023Updated 2 years ago
- Useful tools for differential privacy☆219Sep 11, 2022Updated 3 years ago
- ☆19Jun 15, 2022Updated 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.
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆10Sep 7, 2018Updated 7 years ago
- A Convolutional Neural Network For Multi-scale Taxi Trajectory Prediction☆14Dec 13, 2018Updated 7 years ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆49Aug 30, 2022Updated 3 years ago
- ☆13Jun 4, 2024Updated last year
- Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS☆12Jul 26, 2022Updated 3 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Feb 13, 2020Updated 6 years ago
- Multimodal Federated Learning on IoT Data☆11Dec 17, 2023Updated 2 years ago
- Privacy-Preserving Bandits (MLSys'20)☆22Dec 8, 2022Updated 3 years ago
- ☆333Dec 25, 2025Updated 3 months ago
- 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.
- Analytic calibration for differential privacy with Gaussian perturbations☆51Oct 7, 2018Updated 7 years ago
- This project studied homomorphic encryption and attempted to apply it in training machine learning models. We trained some models on plai…☆13Aug 23, 2022Updated 3 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆56Oct 19, 2023Updated 2 years ago
- Repository for "Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators"☆12Mar 25, 2025Updated last year
- ☆41Sep 6, 2023Updated 2 years ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆135Dec 8, 2022Updated 3 years ago
- Applying differential privacy to movie recommendation system to guarantee the privacy of individual user ratings.☆11Nov 15, 2017Updated 8 years ago
- Differential Privacy Testing System☆22Apr 24, 2020Updated 5 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Apr 13, 2020Updated 5 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.
- ☆18Feb 7, 2024Updated 2 years ago
- Pytorch implementation of backdoor unlearning.☆21Jun 8, 2022Updated 3 years ago
- Miscellaneous codes and writings for MLOps☆15Mar 19, 2026Updated last week
- Source code of NAACL 2025 Findings "Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models"☆15Dec 16, 2025Updated 3 months ago
- ☆17Oct 14, 2025Updated 5 months ago
- [IEEE TPAMI] Code for the paper "Aligning Few-Step Diffusion Models with Dense Reward Difference Learning"☆20Feb 25, 2026Updated last month
- 🎓🔒 Creating, Analyzing and Testing Differential Privacy Protocols, aiming in Data Protection and Anonymization.☆17Jul 29, 2021Updated 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
- Unified, Simplified, Tight and Fast Privacy Amplification in the Shuffle Model of Differential Privacy☆11Oct 27, 2024Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Implementation of "Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes" (https://…☆13May 6, 2024Updated last year
- 建立基于差分隐私的贝叶斯网络,使得结构化数据同时兼备隐私性与效用性☆29Jan 31, 2021Updated 5 years ago
- This is the official pytorch implementation of PolarPoint-BEV.☆23Jun 11, 2024Updated last year
- The Python 3 library for Multi-Criteria Decision Analysis.☆12Aug 13, 2024Updated last year
- The source code of "LDP: A Local Diffusion Planner for Efficient Robot Navigation and Collision Avoidance" which is accepted by IROS2024.☆31May 22, 2025Updated 10 months ago
- GitHub repo for FSE 2021 Paper - ``Bias in Machine Learning Software: Why? How? What to do?''☆16May 7, 2022Updated 3 years ago
- Synthetic data for SQL databases☆11Jan 30, 2026Updated last month