Official implementation of "GRNN: Generative Regression Neural Network - A Data Leakage Attack for Federated Learning"
☆33Feb 28, 2022Updated 4 years ago
Alternatives and similar repositories for GRNN
Users that are interested in GRNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆36Jan 5, 2022Updated 4 years ago
- wx☆11Aug 14, 2022Updated 4 years ago
- A pytorch implementation of the paper "Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage".☆62Oct 24, 2022Updated 3 years ago
- R-GAP: Recursive Gradient Attack on Privacy [Accepted at ICLR 2021]☆37Feb 20, 2023Updated 3 years ago
- Differentially Private Federated Learning: A Client Level Perspective☆12Jul 3, 2019Updated 7 years 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.
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 3 years ago
- AutoML, Privacy Preserving, Federated Learning☆27Jun 8, 2023Updated 3 years ago
- Official code for FAccT'21 paper "Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning" https://arxiv.org/abs…☆13Mar 9, 2021Updated 5 years ago
- Implementation of Compressed SGD with Compressed Gradients in Pytorch☆13Jul 25, 2024Updated 2 years ago
- Code repo for the UAI 2023 paper "Learning To Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning".☆17Jun 15, 2024Updated 2 years ago
- The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.☆63Feb 2, 2023Updated 3 years ago
- ☆16Aug 29, 2023Updated 3 years ago
- Algorithms to recover input data from their gradient signal through a neural network☆323Apr 14, 2023Updated 3 years ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆136Dec 8, 2022Updated 3 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 the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆14Aug 22, 2022Updated 4 years ago
- Federated Learning in Network Intrusion Detection☆15Feb 22, 2023Updated 3 years ago
- Breaching privacy in federated learning scenarios for vision and text☆323Jan 24, 2026Updated 7 months ago
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Nov 11, 2020Updated 5 years ago
- Membership Inference Attack on Federated Learning☆13Jan 14, 2022Updated 4 years ago
- vector quantization for stochastic gradient descent.☆37May 12, 2020Updated 6 years ago
- 联邦学习可视化☆16Apr 10, 2026Updated 4 months ago
- PyTorch implementation of Joint Privacy Enhancement and Quantization in Federated Learning (IEEE TSP 2023)☆18Oct 28, 2025Updated 10 months ago
- ☆19Feb 20, 2024Updated 2 years 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.
- Membership inference against Federated learning.☆10May 30, 2021Updated 5 years ago
- ☆19Jun 21, 2021Updated 5 years ago
- ☆19Mar 6, 2023Updated 3 years ago
- [ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be C…☆48Jul 18, 2025Updated last year
- ☆14Dec 8, 2022Updated 3 years 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…☆15Jun 19, 2020Updated 6 years ago
- Single Image Backdoor Inversion via Robust Smoothed Classifiers☆17Jul 18, 2023Updated 3 years ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆65May 22, 2020Updated 6 years ago
- ☆26Dec 14, 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.
- ☆49Oct 19, 2021Updated 4 years ago
- verifying machine unlearning by backdooring☆20Mar 25, 2023Updated 3 years ago
- [NeurIPS 2019] Deep Leakage From Gradients☆484Apr 17, 2022Updated 4 years ago
- TextHide: Tackling Data Privacy in Language Understanding Tasks☆30Apr 19, 2021Updated 5 years ago
- All exercises from private AI Facebook Scholarship☆13Jul 21, 2019Updated 7 years ago
- deep learning for wireless interference identification☆13Mar 15, 2019Updated 7 years ago
- ☆12Dec 26, 2024Updated last year