hxxdtd / Awesome-Diffusion-Model-UnlearningLinks
A repository of resources on machine unlearning for diffusion models
☆51Updated last month
Alternatives and similar repositories for Awesome-Diffusion-Model-Unlearning
Users that are interested in Awesome-Diffusion-Model-Unlearning are comparing it to the libraries listed below
Sorting:
- ☆37Updated 10 months ago
- A collection of resources on attacks and defenses targeting text-to-image diffusion models☆80Updated 8 months ago
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆86Updated 8 months ago
- [ICCV 2023 Oral] Official implementation of "Robust Evaluation of Diffusion-Based Adversarial Purification"☆25Updated last year
- ☆28Updated 2 years ago
- ☆17Updated 2 months ago
- ☆35Updated last year
- [ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation…☆138Updated 5 months ago
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…☆50Updated last year
- [MM'23 Oral] "Text-to-image diffusion models can be easily backdoored through multimodal data poisoning"☆32Updated 3 months ago
- [MM '24] EvilEdit: Backdooring Text-to-Image Diffusion Models in One Second☆26Updated last year
- A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Models☆261Updated 2 weeks ago
- An unrestricted attack based on diffusion models that can achieve both good transferability and imperceptibility.☆241Updated last year
- [NeurIPS 2025 D&B] BackdoorDM: A Comprehensive Benchmark for Backdoor Learning in Diffusion Model☆21Updated 3 months ago
- [CVPR23W] "A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion" by Haomin Zhuang, Yihua Zhang and Sijia Liu☆26Updated last year
- [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.☆49Updated last year
- ☆41Updated last year
- [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Cho…☆79Updated last year
- [ICML 2024] Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts (Official Pytorch Implementati…☆51Updated 11 months ago
- ☆30Updated last year
- ☆78Updated last year
- Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdf☆22Updated last year
- EraseDiff: Erasing Data Influence in Diffusion Models☆13Updated last year
- ☆59Updated 2 years ago
- [CVPR 2024] official code for SimAC☆22Updated 10 months ago
- DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing (ICLR 2025)☆38Updated 6 months ago
- ☆42Updated 7 months ago
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆24Updated 2 months ago
- This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023…☆24Updated 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…☆23Updated last year