ffhibnese / Model-Inversion-Attack-ToolBoxLinks
A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.
☆179Updated 3 months ago
Alternatives and similar repositories for Model-Inversion-Attack-ToolBox
Users that are interested in Model-Inversion-Attack-ToolBox are comparing it to the libraries listed below
Sorting:
- [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.☆43Updated last year
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆265Updated 6 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆213Updated last year
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆182Updated last month
- ☆516Updated last week
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆23Updated 3 months ago
- ☆336Updated 2 weeks ago
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆132Updated last month
- [ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be C…☆42Updated 11 months ago
- ☆26Updated 2 years ago
- A list of recent papers about adversarial learning☆180Updated this week
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆125Updated 8 months ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆177Updated 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…☆21Updated 9 months ago
- ☆25Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆128Updated last year
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated last week
- Invisible Backdoor Attack with Sample-Specific Triggers☆96Updated 2 years ago
- [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network☆29Updated 9 months ago
- ☆31Updated 4 years ago
- This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023…☆23Updated last year
- Code for Backdoor Attacks Against Dataset Distillation☆35Updated 2 years ago
- Source code and scripts for the paper "Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks"☆18Updated 7 months ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆42Updated 6 months ago
- ☆40Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…☆17Updated last year
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆274Updated 7 months ago
- ☆44Updated last year
- 复现了下Neural Cleanse这篇论文,真的是简单而有效,发在了okaland☆30Updated 4 years ago