A module for the Matrix-Variate Gaussian (MVG) mechanism for differential privacy under matrix-valued query.
☆19Aug 12, 2020Updated 5 years ago
Alternatives and similar repositories for MVG-Mechansim
Users that are interested in MVG-Mechansim are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆23Dec 9, 2022Updated 3 years ago
- Hadamard Response: Communication efficient, sample optimal, linear time locally private learning of distributions☆16Sep 18, 2020Updated 5 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Feb 17, 2022Updated 4 years ago
- ☆20Feb 21, 2021Updated 5 years ago
- We aim to make it easier for biomedical researchers to access and customize synthetic sequence data for the purpose of sharing and testin…☆11Jul 22, 2019Updated 6 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.
- Code for ICLR2018 paper: Improving GAN Training via Binarized Representation Entropy (BRE) Regularization - Y. Cao · W Ding · Y.C. Lui · …☆20Jun 12, 2018Updated 7 years ago
- Sample LDP implementation in Python☆128Jul 26, 2023Updated 2 years ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆16Aug 2, 2024Updated last year
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆49Jul 3, 2023Updated 2 years ago
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆12Sep 7, 2018Updated 7 years ago
- Revisiting Cache Side-Channel Attacks in Deep Neural Networks Executables☆14Aug 27, 2024Updated last year
- Observe the dataset of images and targets in few shots☆11Sep 27, 2022Updated 3 years ago
- Machine learning algorithms implements with jax for machine learning in production in large scale dataset.☆15Apr 8, 2026Updated 3 weeks ago
- Source code for the VLDB 2021 paper.☆11May 19, 2021Updated 4 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.
- The repository provides a synthetic multivariate time series data generator. The implementation is an extention of the cylinder-bell-funn…☆14Mar 12, 2018Updated 8 years ago
- ☆15Jun 26, 2023Updated 2 years ago
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆20May 26, 2025Updated 11 months ago
- Code repo for the paper "Privacy-aware Compression for Federated Data Analysis".☆18May 31, 2023Updated 2 years ago
- Differentially Private (tabular) Generative Models Papers with Code☆54Jul 2, 2024Updated last year
- Code for paper: "Privately generating tabular data using language models".☆15Jun 13, 2023Updated 2 years ago
- Implementation notebooks and scripts of Artistic CNN Models and Generative Models like GANs, VAEs, GMMs, Boltzmann Machine etc. in Tensor…☆11Nov 22, 2022Updated 3 years ago
- Quantifying Differential Privacy under Temporal Correlations☆12Mar 24, 2026Updated last month
- Analytic calibration for differential privacy with Gaussian perturbations☆51Oct 7, 2018Updated 7 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.
- Unified, Simplified, Tight and Fast Privacy Amplification in the Shuffle Model of Differential Privacy☆11Oct 27, 2024Updated last year
- Implementation of "Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes" (https://…☆13May 6, 2024Updated last year
- [ICLR 2025] Official implementation of 'Hidden in the Noise: Two-Stage Robust Watermarking for Images'☆13May 5, 2025Updated 11 months ago
- Web application that makes data releases that satisfy differential privacy using the OpenDP Library☆22Apr 17, 2026Updated last week
- Official code of the paper "A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning".☆15Sep 11, 2024Updated last year
- Secure and utility-aware data collection with condensed local differential privacy☆17Apr 13, 2020Updated 6 years ago
- ☆12Oct 2, 2023Updated 2 years ago
- a digital rights management system based on DWT/LSB steganography and blockchain☆15Nov 14, 2022Updated 3 years ago
- The code of "dp-promise: Differentially Private Diffusion Probabilistic Models for Image Synthesis"☆23Apr 5, 2024Updated 2 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.
- Aim: To build web apps powered by Sockets.☆11Jun 3, 2018Updated 7 years ago
- Provably Secure Steganography☆14Sep 13, 2025Updated 7 months ago
- Synthetic data for SQL databases☆11Jan 30, 2026Updated 2 months ago
- ☆21Sep 9, 2024Updated last year
- autodp: A flexible and easy-to-use package for differential privacy☆280Dec 5, 2023Updated 2 years ago
- ☆20Jun 3, 2020Updated 5 years ago
- Data61' CSIRO Distributed System Security Group. We have developed this algorithm to explore the question - Can We Use Split Learning on …☆12Jan 23, 2024Updated 2 years ago