[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 11 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:
- ☆33May 2, 2021Updated 5 years 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
- [ECCV-2024 oral] Source code for our paper "A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion At…☆25Sep 22, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network☆33Oct 15, 2024Updated last year
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆221Apr 3, 2026Updated 2 months ago
- ☆27Sep 23, 2022Updated 3 years ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆197Updated this week
- 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 3 years ago
- AutoML, Privacy Preserving, Federated Learning☆27Jun 8, 2023Updated 3 years ago
- ☆13Apr 13, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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.☆30Nov 13, 2025Updated 7 months 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 3 years ago
- This code reproduces the results of the paper, "Measuring Data Leakage in Machine-Learning Models with Fisher Information"☆48Aug 17, 2021Updated 4 years 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
- 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.
- ☆12Jun 19, 2023Updated 2 years ago
- This is the code for paper "AIHO: Enhancing Task Offloading and Reducing Latency in Serverless Multi-Edge-to-Cloud Systems".☆12Feb 3, 2024Updated 2 years ago
- ☆10Jan 7, 2026Updated 5 months ago
- GAN you see me? enhanced data reconstruction attacks against split inference - NeurIPS 2023☆14Mar 26, 2025Updated last year
- [ICML 2023] "On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation"☆34Nov 10, 2023Updated 2 years ago
- ☆10Jun 24, 2021Updated 4 years ago
- MD Diffusion: Diffusion Models for Multidimensional Seismic Noise Attenuation and Super-Resolution☆16Sep 24, 2024Updated last year
- ☆11Oct 11, 2021Updated 4 years ago
- Code for the paper "Efficient Dataset Distillation using Random Feature Approximation"☆37Feb 24, 2023Updated 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.
- ☆13Jul 23, 2023Updated 2 years ago
- ☆52Aug 28, 2021Updated 4 years ago
- ☆17Oct 9, 2024Updated last year
- Implementation of backpropagation algorithm in MATLAB to detect DDOS (Distributed Denial Of Service) Attack in NDN(Named Data Networking)…☆14Mar 8, 2017Updated 9 years ago
- An adaptive neural predictive controller for microgrid secondary control in Matlab Simulink - Change directory to the folder☆19Apr 5, 2024Updated 2 years ago
- 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 3 years ago