ffhibnese / Model-Inversion-Attack-ToolBox
A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.
☆173Updated last month
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
- [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.☆38Updated 9 months ago
- [ECCV-2024 oral] Source code for our paper "A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion At…☆21Updated 7 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆201Updated last year
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆25Updated 3 weeks ago
- ☆26Updated 2 years ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆175Updated this week
- ☆30Updated 4 years ago
- ☆12Updated 10 months ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆253Updated 3 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆125Updated 5 months ago
- ☆493Updated 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 9 months ago
- [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network☆29Updated 6 months ago
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆115Updated 2 weeks ago
- This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…☆14Updated last year
- ☆43Updated last year
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Models☆176Updated 2 weeks ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆127Updated last year
- [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks☆40Updated last year
- Source code and scripts for the paper "Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks"☆17Updated 4 months ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆94Updated 2 years ago
- [MM'23 Oral] "Text-to-image diffusion models can be easily backdoored through multimodal data poisoning"☆28Updated 2 months ago
- ☆11Updated 3 weeks ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆40Updated 4 months ago
- ☆105Updated last year
- ☆12Updated last month
- Composite Backdoor Attacks Against Large Language Models☆13Updated last year
- [CVPR 2023] Backdoor Defense via Adaptively Splitting Poisoned Dataset☆49Updated last year
- A list of recent papers about adversarial learning☆147Updated this week