[ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be Careful What You Smooth For".
☆48Jul 18, 2025Updated 9 months ago
Alternatives and similar repositories for Plug-and-Play-Attacks
Users that are interested in Plug-and-Play-Attacks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆34May 2, 2021Updated 4 years ago
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆24Sep 11, 2025Updated 7 months ago
- [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks☆43Nov 12, 2023Updated 2 years ago
- Code for "Variational Model Inversion Attacks" Wang et al., NeurIPS2021☆22Dec 10, 2021Updated 4 years ago
- ☆46Sep 24, 2023Updated 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.
- [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network☆32Oct 15, 2024Updated last year
- [ECCV-2024 oral] Source code for our paper "A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion At…☆24Sep 22, 2024Updated last year
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆220Apr 3, 2026Updated 2 weeks ago
- ☆27Sep 23, 2022Updated 3 years ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆193Sep 23, 2025Updated 6 months ago
- Official Repository for ResSFL (accepted by CVPR '22)☆26Jun 24, 2022Updated 3 years ago
- [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.☆52Jul 13, 2024Updated last year
- This is a PyTorch implementation of the paper "Reinforcement Learning-Based Black-Box Model Inversion Attacks" accepted by CVPR 2023.☆40May 4, 2023Updated 2 years ago
- Python script for downloading the FaceScrub face dataset.☆32Mar 24, 2018Updated 8 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- AutoML, Privacy Preserving, Federated Learning☆27Jun 8, 2023Updated 2 years ago
- This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…☆20Apr 3, 2024Updated 2 years ago
- FedAvg, FedGKT, FedProx, Gradient Inversion Attack☆16Feb 17, 2023Updated 3 years ago
- This is a comprehensive resource repository for deep learning model inversion attacks and defenses research.☆28Nov 13, 2025Updated 5 months ago
- Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)☆49Dec 17, 2019Updated 6 years ago
- Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023☆15Oct 13, 2023Updated 2 years ago
- Official implementation of "GRNN: Generative Regression Neural Network - A Data Leakage Attack for Federated Learning"☆33Feb 28, 2022Updated 4 years ago
- This repository contains a visual studio project for training a classifier on the mnist dataset using the libtorch c++ wrapper.☆12Oct 13, 2020Updated 5 years ago
- Code for NDSS 2022 paper "MIRROR: Model Inversion for Deep Learning Network with High Fidelity"☆27May 9, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This code reproduces the results of the paper, "Measuring Data Leakage in Machine-Learning Models with Fisher Information"☆48Aug 17, 2021Updated 4 years ago
- [ECCV-2024] Transferable Targeted Adversarial Attack, CLIP models, Generative adversarial network, Multi-target attacks☆38Apr 23, 2025Updated 11 months ago
- Official Pytorch implementation of IJCAI'21 paper "GraphMI: Extracting Private Graph Data from Graph Neural Networks"☆13Nov 19, 2021Updated 4 years ago
- Single Image Backdoor Inversion via Robust Smoothed Classifiers☆17Jul 18, 2023Updated 2 years ago
- ☆12Jun 19, 2023Updated 2 years ago
- [ECCV 2024] "Prediction Exposes Your Face: Black-box Model Inversion via Prediction Alignment"☆15Mar 12, 2025Updated last year
- ☆10Jan 7, 2026Updated 3 months ago
- GAN you see me? enhanced data reconstruction attacks against split inference - NeurIPS 2023☆12Mar 26, 2025Updated last year
- ☆10Jun 24, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for "Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders" at ICML 2024☆10Sep 18, 2025Updated 7 months ago
- Smooth Adversarial Training☆68Nov 16, 2020Updated 5 years ago
- ☆52Aug 28, 2021Updated 4 years ago
- ☆16Oct 9, 2024Updated last year
- This repo contains information about FeB4RAG collection☆17Feb 19, 2024Updated 2 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 2 years ago
- Official code repository for the paper "Rethinking Model Prototyping through the MedMNIST+ Dataset Collection" @ Scientific Reports☆13Mar 5, 2025Updated last year