amberyzheng / IMMALinks
[ECCV2024] Immunizing text-to-image Models against Malicious Adaptation
☆18Updated 11 months ago
Alternatives and similar repositories for IMMA
Users that are interested in IMMA are comparing it to the libraries listed below
Sorting:
- A collection of resources on attacks and defenses targeting text-to-image diffusion models☆87Updated this week
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…☆50Updated last year
- ☆28Updated last year
- Pytorch implementation for the pilot study on the robustness of latent diffusion models.☆13Updated 2 years ago
- ☆38Updated 11 months ago
- 🛡️[ICLR'2024] Toward effective protection against diffusion-based mimicry through score distillation, a.k.a SDS-Attack☆59Updated last year
- [CVPR'24 Oral] Metacloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning☆29Updated last year
- Investigating and Defending Shortcut Learning in Personalized Diffusion Models☆12Updated last year
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆87Updated 9 months ago
- Code implementation for "CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion" (CVPR 2024)☆15Updated last year
- Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdf☆23Updated last year
- code of paper "IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Gene…☆34Updated last year
- [MM '24] EvilEdit: Backdooring Text-to-Image Diffusion Models in One Second☆26Updated last year
- Code for the paper "Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks"☆39Updated last year
- List of T2I safety papers, updated daily, welcome to discuss using Discussions☆67Updated last year
- Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples☆11Updated last year
- ☆23Updated last year
- [ICML 2024] Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts (Official Pytorch Implementati…☆52Updated last year
- [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Cho…☆80Updated last year
- Code Repo for the NeurIPS 2023 paper "VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models"☆27Updated 3 months ago
- [ICCV-2025] Universal Adversarial Attack, Multimodal Adversarial Attacks, VLP models, Contrastive Learning, Cross-modal Perturbation Gene…☆31Updated 5 months ago
- ☆59Updated 3 years ago
- Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023☆94Updated 3 months ago
- PDM-based Purifier☆22Updated last year
- DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing (ICLR 2025)☆42Updated 7 months ago
- [NeurIPS 2025 D&B] BackdoorDM: A Comprehensive Benchmark for Backdoor Learning in Diffusion Model☆23Updated 4 months ago
- [CVPR 2024] official code for SimAC☆22Updated 11 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
- ☆32Updated last year
- [ICML 2025] X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP☆32Updated 6 months ago