Implementation of local differential privacy mechanisms in Python language.
☆29Jul 26, 2022Updated 4 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
- Multiple Frequency Estimation Under Local Differential Privacy in Python☆53Feb 19, 2026Updated 7 months ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆47Nov 28, 2022Updated 3 years ago
- Code for paper: "Privately generating tabular data using language models".☆16Jun 13, 2023Updated 3 years ago
- Sample LDP implementation in Python☆132Jul 26, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Useful tools for differential privacy☆218Sep 11, 2022Updated 4 years ago
- ☆19Sep 11, 2026Updated 2 weeks ago
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆12Sep 7, 2018Updated 8 years ago
- Source code for the Joint Shapley values: a measure of joint feature importance☆12Sep 14, 2021Updated 5 years ago
- Code for CCS '23 paper "Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation"☆16Nov 17, 2023Updated 2 years ago
- playing with Dwork's adaptive holdout and how to use it for a grid-search☆11Feb 22, 2018Updated 8 years ago
- Applying Laplace and exponential mechanisms to add random noise to data for differential privacy. Plotting MSE vs. epsilon.☆31Dec 20, 2025Updated 9 months ago
- ☆13Jun 4, 2024Updated 2 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆11Feb 13, 2020Updated 6 years 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.
- Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)☆13Sep 23, 2025Updated last year
- ☆14Feb 19, 2025Updated last year
- Applying differential privacy to movie recommendation system to guarantee the privacy of individual user ratings.☆11Nov 15, 2017Updated 8 years ago
- Multimodal Federated Learning on IoT Data☆11Dec 17, 2023Updated 2 years ago
- ☆10Jan 28, 2024Updated 2 years ago
- ☆340Sep 19, 2026Updated last week
- Privacy-Preserving Bandits (MLSys'20)☆22Dec 8, 2022Updated 3 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆52Oct 7, 2018Updated 7 years ago
- 可验证外包加解密的基于密文策略属性加密方案的实验仿真系统(Verifiable Outsourcing CPABE experimental simulation system)☆13Sep 18, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Repository for "Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators"☆12Mar 25, 2025Updated last year
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆136Dec 8, 2022Updated 3 years ago
- Differential Privacy Testing System☆22Apr 24, 2020Updated 6 years ago
- ☆43Sep 6, 2023Updated 3 years ago
- Source code for the VLDB 2021 paper.☆12May 19, 2021Updated 5 years ago
- 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
- [IEEE TPAMI] Code for the paper "Aligning Few-Step Diffusion Models with Dense Reward Difference Learning"☆22Feb 25, 2026Updated 7 months ago
- ☆17Oct 14, 2025Updated 11 months ago
- 🎓🔒 Creating, Analyzing and Testing Differential Privacy Protocols, aiming in Data Protection and Anonymization.☆17Jul 29, 2021Updated 5 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.
- ☆19Jun 11, 2021Updated 5 years ago
- ☆19Sep 16, 2024Updated 2 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
- Applying neural nets to predict bankruptcy among companies☆12Aug 29, 2018Updated 8 years ago
- An unofficial implementation of SOLAR-10.7B model and the newly proposed interlocked-DUS(iDUS) implementation and experiment details.☆14Mar 20, 2024Updated 2 years ago
- ☆15Dec 9, 2020Updated 5 years ago
- 暑期机器学习讨论班是由张祥老师组织发起，全体学生参与的讨论交流活动。目的是让学生巩固机器学习基本算法， 掌握基本原理和使用。组织形式为学生选题并制作PPT，采用演讲的形式授课给全体参与学生和导师。☆10Sep 19, 2018Updated 8 years ago