Multiple Frequency Estimation Under Local Differential Privacy in Python
☆51Feb 19, 2026Updated 3 months ago
Alternatives and similar repositories for multi-freq-ldpy
Users that are interested in multi-freq-ldpy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Feb 17, 2022Updated 4 years ago
- Implementation of local differential privacy mechanisms in Python language.☆29Jul 26, 2022Updated 3 years ago
- Hadamard Response: Communication efficient, sample optimal, linear time locally private learning of distributions☆16Sep 18, 2020Updated 5 years ago
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆12Sep 7, 2018Updated 7 years ago
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆78Nov 6, 2025Updated 6 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.
- Code for CCS '23 paper "Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation"☆16Nov 17, 2023Updated 2 years ago
- Accompanying source code to my Bachelor's thesis at TUHH☆11Mar 15, 2018Updated 8 years ago
- Unified, Simplified, Tight and Fast Privacy Amplification in the Shuffle Model of Differential Privacy☆11Oct 27, 2024Updated last year
- Useful tools for differential privacy☆219Sep 11, 2022Updated 3 years ago
- Disclosure Avoidance Repository☆14Aug 30, 2019Updated 6 years ago
- This repository contains codes for paper: Generalized Linear Bandits with Local Differential Privacy by Yuxuan Han, Zhipeng Liang, Yang W…☆16Apr 25, 2026Updated last month
- Local Differential Privacy for Federated Learning☆19Oct 24, 2022Updated 3 years ago
- Sample LDP implementation in Python☆128Jul 26, 2023Updated 2 years ago
- 🎓🔒 Creating, Analyzing and Testing Differential Privacy Protocols, aiming in Data Protection and Anonymization.☆17Jul 29, 2021Updated 4 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.
- A module for the Matrix-Variate Gaussian (MVG) mechanism for differential privacy under matrix-valued query.☆19Aug 12, 2020Updated 5 years ago
- A Convolutional Neural Network For Multi-scale Taxi Trajectory Prediction☆14Dec 13, 2018Updated 7 years ago
- playing with Dwork's adaptive holdout and how to use it for a grid-search☆11Feb 22, 2018Updated 8 years ago
- Machine Learning Course (INFO 697-03)☆18Dec 3, 2024Updated last year
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Feb 13, 2020Updated 6 years ago
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆12Feb 20, 2023Updated 3 years ago
- Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010☆64Jun 16, 2020Updated 5 years ago
- An Android app for the paranoids capable of remote SMS based device locking/wiping, faking the GPS and disabling the device cameras.☆11Dec 25, 2020Updated 5 years ago
- Privacy-Preserving Bandits (MLSys'20)☆22Dec 8, 2022Updated 3 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.
- Reconstruction Attack on Differential Private Trajectory Protection Mechanisms☆16Oct 3, 2024Updated last year
- A library providing general-purpose tools for estimating discrete distributions from noisy observations of their marginals.☆115May 8, 2026Updated 3 weeks ago
- Python package to create a report for mobility data with differential privacy guarantees.☆15Sep 18, 2024Updated last year
- Code accompanying the paper "Disparate Impact in Differential Privacy from Gradient Misalignment".☆11Apr 4, 2023Updated 3 years ago
- 🐀 Move your mouse with your keyboard on linux☆17May 14, 2021Updated 5 years ago
- ☆22May 23, 2025Updated last year
- Wrap around any model to output differentially private prediction sets with finite sample validity on any dataset.☆18Mar 3, 2024Updated 2 years ago
- Open tools and data for cloudless automatic speech recognition☆12Oct 1, 2019Updated 6 years ago
- Quantifying Differential Privacy under Temporal Correlations☆12Mar 24, 2026Updated 2 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.
- ☆45Jul 9, 2021Updated 4 years ago
- Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness (IJCAI'19).☆13Apr 16, 2021Updated 5 years ago
- Machine learning algorithms implements with jax for machine learning in production in large scale dataset.☆16May 24, 2026Updated last week
- Source code for the VLDB 2021 paper.☆11May 19, 2021Updated 5 years ago
- Python爬虫登陆教务系统查询成绩，附带均分计算和 GPA 计算，可自定义过滤科目☆14Mar 21, 2019Updated 7 years ago
- autodp: A flexible and easy-to-use package for differential privacy☆279Dec 5, 2023Updated 2 years ago
- typedoc theme☆16Sep 16, 2024Updated last year