Python implementation of differential privacy using Laplace mechanism
☆11Apr 13, 2026Updated 4 months ago
Alternatives and similar repositories for diff-priv-laplace-python
Users that are interested in diff-priv-laplace-python are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Applying Laplace and exponential mechanisms to add random noise to data for differential privacy. Plotting MSE vs. epsilon.☆31Dec 20, 2025Updated 8 months ago
- Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".☆12Aug 1, 2023Updated 3 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆34Apr 29, 2021Updated 5 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Apr 16, 2021Updated 5 years ago
- simple Differential Privacy in PyTorch☆49May 29, 2020Updated 6 years 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.
- Implementation of DataFly for K-anonymity, and implemented Laplace Mechanism and Exponential Mechanism for Differential Privacy☆41Feb 28, 2019Updated 7 years ago
- Implementation of the peer-to-peer simulation used for the experimental evaluation of the Heterogeneous Differential Privacy paper.☆10Jul 5, 2020Updated 6 years ago
- Differentially Private Clustering in High-Dimensional Euclidean Spaces☆12Dec 30, 2017Updated 8 years ago
- Quantifying Differential Privacy under Temporal Correlations☆12Mar 24, 2026Updated 5 months ago
- Use Tverberg point and centerpoint to achieve fault-tolerant multi-robot consensus☆13Apr 8, 2021Updated 5 years ago
- Local Differential Privacy for Federated Learning☆19Oct 24, 2022Updated 3 years ago
- A Differentially-Private Random Decision Forest using Smooth Sensitivity☆11Oct 26, 2016Updated 9 years ago
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Oct 4, 2022Updated 3 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆11Feb 13, 2020Updated 6 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.
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Feb 9, 2025Updated last year
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆35Feb 8, 2021Updated 5 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆49Apr 29, 2021Updated 5 years ago
- Multi-Agent Optimization in Python☆22Nov 29, 2019Updated 6 years ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆86Sep 2, 2024Updated last year
- Some other ADMM total variation codes☆18Apr 29, 2020Updated 6 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆47Nov 28, 2022Updated 3 years ago
- Differential Privacy Testing System☆22Apr 24, 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- trajectory mining tool function implement by python☆17Feb 29, 2020Updated 6 years ago
- ☆24Jan 10, 2024Updated 2 years ago
- Image Encryption using Chaos Mapping, Genetic Algorithms & Matrix Manipulations☆13Oct 25, 2019Updated 6 years ago
- Statistical Counterexample Detector for Differential Privacy☆28Apr 4, 2024Updated 2 years ago
- Simulations for Paper Sensor Network Event Localization via Non-convex Non-smooth ADMM and Augmented Lagrangian Methods☆19Sep 11, 2018Updated 7 years ago
- Probabilistic Forecasting with Temporal Convolutional Neural Network☆11Nov 7, 2019Updated 6 years ago
- ☆21Nov 2, 2022Updated 3 years ago
- Extract stay points from a GPS log file☆21Sep 18, 2020Updated 5 years ago
- Fall 2022☆15Nov 29, 2022Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆19Jun 11, 2021Updated 5 years ago
- Experiments on using ChatGPT for failure mode classification☆12Sep 20, 2023Updated 2 years ago
- Normalizing Flows with Multi-Scale Autoregressive Priors (CVPR 2020)☆16Jul 22, 2022Updated 4 years ago
- A hugo theme for personal website.☆19Dec 26, 2025Updated 8 months ago
- Accelerated proximal gradient package in python☆21Jul 31, 2015Updated 11 years ago
- MIViT is accepted by TCSVT☆14Apr 2, 2024Updated 2 years ago
- Notebooks for the HE introduction☆10Sep 11, 2020Updated 5 years ago