PrivGAN: Protecting GANs from membership inference attacks at low cost
☆37Jun 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:
- Implementation of the paper : "Membership Inference Attacks Against Machine Learning Models", Shokri et al.☆61May 12, 2019Updated 7 years ago
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆22Jan 29, 2020Updated 6 years ago
- Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)☆46Apr 22, 2022Updated 4 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆69Sep 11, 2021Updated 5 years ago
- A library for running membership inference attacks against ML models☆152Dec 8, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Research simulation toolkit for federated learning☆14Nov 7, 2020Updated 5 years ago
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆203Nov 15, 2017Updated 8 years ago
- Python package to create adversarial agents for membership inference attacks againts machine learning models☆46Feb 12, 2019Updated 7 years ago
- Membership Inference of Generative Models☆15Oct 2, 2019Updated 7 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 3 years ago
- Reference implementation and test synthetic data for Sorted Center Time echo density measure for acoustic impulse responses☆16Mar 18, 2020Updated 6 years ago
- A library for statistically estimating the privacy of ML pipelines from membership inference attacks☆38Aug 21, 2025Updated last year
- Membership Inference Competition☆34Oct 10, 2026Updated 3 weeks ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆133Apr 9, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Federated Learning Experiments for Remote Sensing image data using convolution neural networks☆17Aug 5, 2021Updated 5 years ago
- Membership Inference Attack against Graph Neural Networks☆12Nov 9, 2022Updated 3 years ago
- ☆12Jul 28, 2025Updated last year
- Using FGSM, I-FGSM and MI-FGSM to generate and evaluate adversarial samples.☆12Jul 22, 2019Updated 7 years ago
- ☆10Apr 21, 2022Updated 4 years ago
- A summay of existing works on security and privacy issues in distributed learning☆10Nov 25, 2021Updated 4 years ago
- Membership inference against Federated learning.☆10May 30, 2021Updated 5 years ago
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆38Jan 28, 2019Updated 7 years ago
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆12Sep 20, 2019Updated 7 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.
- ☆10Jun 4, 2021Updated 5 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 3 years ago
- Code for the CVPR '23 paper, "Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning"☆10Jun 9, 2023Updated 3 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 4 years ago
- From original DROPBOX code☆13Sep 18, 2023Updated 3 years ago
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆93May 2, 2022Updated 4 years ago
- ☆18Feb 2, 2022Updated 4 years ago
- ☆46Nov 10, 2019Updated 6 years ago
- Meta-Learning for Risk Prediction with Limited Patient Electronic Health Records Using PySyft and SyferText☆19Sep 14, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- Deep learning-based audio spoofing attack detection experiments for speaker verification.☆14Aug 9, 2026Updated 2 months ago
- An implementation of the temporal cluster matching method for detecting change in structure footprints from time series of remotely sense…☆23Nov 3, 2021Updated 4 years ago
- A proxy that transparently exposes gRPC Kubernetes services cluster-externally☆14Apr 8, 2018Updated 8 years ago
- Official implementation of our work, 'GypSum: Learning Hybrid Representations for Code Summarization'.☆13Jan 20, 2022Updated 4 years ago
- A summay of existing works on vertical federated/split learning☆15Nov 28, 2021Updated 4 years ago
- ☆11May 12, 2023Updated 3 years ago