PrivGAN: Protecting GANs from membership inference attacks at low cost
☆36Jun 17, 2024Updated 2 years ago
Alternatives and similar repositories for privGAN
Users that are interested in privGAN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆23Jan 29, 2020Updated 6 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆68Sep 11, 2021Updated 4 years ago
- Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)☆46Apr 22, 2022Updated 4 years ago
- A library for running membership inference attacks against ML models☆150Dec 8, 2022Updated 3 years ago
- Code and webpages for our study on teaching humans to defer to an AI☆12Nov 6, 2023Updated 2 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.
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆201Nov 15, 2017Updated 8 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 3 years ago
- Membership Inference of Generative Models☆15Oct 2, 2019Updated 6 years ago
- Python package to create adversarial agents for membership inference attacks againts machine learning models☆46Feb 12, 2019Updated 7 years ago
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago
- Federated Learning Experiments for Remote Sensing image data using convolution neural networks☆17Aug 5, 2021Updated 4 years ago
- 数据脱敏处理☆13Dec 7, 2025Updated 6 months ago
- Membership Inference Attack against Graph Neural Networks☆12Nov 9, 2022Updated 3 years ago
- A principled library for tuning, training and evaluating tabular data synthesis on fidelity, privacy and utility. CCS 2025.☆26Aug 17, 2025Updated 10 months 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.
- ☆10Dec 18, 2024Updated last year
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 2 years ago
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆37Jan 28, 2019Updated 7 years ago
- ☆10Apr 21, 2022Updated 4 years ago
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆12Sep 20, 2019Updated 6 years ago
- ☆10Jun 4, 2021Updated 5 years ago
- A library for statistically estimating the privacy of ML pipelines from membership inference attacks☆37Aug 21, 2025Updated 10 months ago
- Real time mortality prediction in the MIMIC-III database☆54Apr 16, 2018Updated 8 years ago
- The official code implementation of the Autodiff algorithm.☆16Nov 10, 2023Updated 2 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.
- Precio is a Rust library that implements the Precio protocol for computing private layered histograms and sums.☆20Apr 23, 2026Updated 2 months ago
- Implementation of a differentially private generative adversarial network.☆11Nov 20, 2018Updated 7 years ago
- This project studied homomorphic encryption and attempted to apply it in training machine learning models. We trained some models on plai…☆13Aug 23, 2022Updated 3 years ago
- ☆18Feb 2, 2022Updated 4 years ago
- Standard libraries for audio processing, especially STFT and Spherical Harmonics decomposition of a soundfield.☆10Nov 29, 2021Updated 4 years ago
- ☆46Nov 10, 2019Updated 6 years ago
- ☆11May 12, 2023Updated 3 years ago
- Probabilistic single-cell pseudotime with Edward+Tensorflow☆12Oct 5, 2017Updated 8 years ago
- [NeurIPS 2024] Official implementation of "ClavaDDPM:Multi-relational Data Synthesis with Cluster-guided Diffusion Models"☆20Oct 27, 2024Updated last year
- 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.
- ☆42Sep 6, 2023Updated 2 years ago
- Meta-Learning for Risk Prediction with Limited Patient Electronic Health Records Using PySyft and SyferText☆19Sep 14, 2020Updated 5 years ago
- Audio-only Emotion Detection using Federated Learning☆10Dec 8, 2022Updated 3 years ago
- ☆12Oct 16, 2024Updated last year
- InspectOmop is a lightweight python 3 package that assists in the extraction of electronic health record(EHR) data from relational databa…☆15Apr 14, 2026Updated 2 months ago
- This is a simple backdoor model for federated learning.We use MNIST as the original data set for data attack and we use CIFAR-10 data set…☆14Jun 19, 2020Updated 6 years ago
- MVDR beamformer written in python☆10Jul 2, 2021Updated 5 years ago