Multiple Frequency Estimation Under Local Differential Privacy in Python
☆52Feb 19, 2026Updated 5 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
- 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
- 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".☆12Aug 1, 2023Updated 3 years ago
- Useful tools for differential privacy☆218Sep 11, 2022Updated 3 years ago
- ☆14Feb 19, 2025Updated last year
- 🎓🔒 Creating, Analyzing and Testing Differential Privacy Protocols, aiming in Data Protection and Anonymization.☆17Jul 29, 2021Updated 5 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Apr 13, 2020Updated 6 years ago
- Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.☆28Nov 13, 2023Updated 2 years ago
- A machine-learning-based tool for discovering differential privacy violations in black-box algorithms.☆23May 26, 2022Updated 4 years ago
- A module for the Matrix-Variate Gaussian (MVG) mechanism for differential privacy under matrix-valued query.☆19Aug 12, 2020Updated 5 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆47Nov 28, 2022Updated 3 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.
- Python + Numpy + Scipy Implementation of LARS and LASSO☆12Oct 19, 2010Updated 15 years ago
- Brinkhoff Moving Objects Generator☆11Mar 24, 2015Updated 11 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆11Feb 13, 2020Updated 6 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
- Machine Learning Course (INFO 697-03)☆18Dec 3, 2024Updated last year
- 百度商业AI技术创新大赛赛道二:广告图片描述生成 Rank3方案分享☆11Oct 9, 2024Updated last year
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆12Feb 20, 2023Updated 3 years ago
- Reconstruction Attack on Differential Private Trajectory Protection Mechanisms☆16Oct 3, 2024Updated last year
- Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010☆63Jun 16, 2020Updated 6 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Location Privacy Preservation of Vehicle Data in Internet of Vehicles☆10May 11, 2022Updated 4 years ago
- A library providing general-purpose tools for estimating discrete distributions from noisy observations of their marginals.☆116Updated this week
- A repo to download and preprocess the Purchase100 dataset extracted from Kaggle: Acquire Valued Shoppers Challenge☆13Jun 21, 2021Updated 5 years ago
- A Julia implementation of the Paillier partially homomorphic encryption system☆13Oct 8, 2020Updated 5 years ago
- Quantifying Differential Privacy under Temporal Correlations☆12Mar 24, 2026Updated 4 months ago
- ☆45Jul 9, 2021Updated 5 years ago
- Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness (IJCAI'19).☆13Apr 16, 2021Updated 5 years ago
- Source code for the VLDB 2021 paper.☆11May 19, 2021Updated 5 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 3 months 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.
- Amun is a framework that achieves privacy-preserving process mining using differential privacy.☆12Jan 16, 2023Updated 3 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆51Oct 7, 2018Updated 7 years ago
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆389Sep 2, 2025Updated 10 months ago
- Code for paper: "Privately generating tabular data using language models".☆16Jun 13, 2023Updated 3 years ago
- ☆25Dec 9, 2022Updated 3 years ago
- Code for our paper "Fairwashing: the risk of rationalization" (https://arxiv.org/abs/1901.09749) accepted at ICML 2019.☆18Jul 6, 2023Updated 3 years ago
- list of differential-privacy related resources☆328Jan 10, 2025Updated last year