csyufei / Awesome-security-in-diffusion-models
This is a collection of awesome papers I have read (carefully or roughly) in the fields of security in diffusion models. Any suggestions and comments are welcome (2801198407@qq.com).
☆14Updated last month
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- List of T2I safety papers, updated daily, welcome to discuss using Discussions☆36Updated last month
- [CVPR'24 Oral] Metacloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning☆18Updated 2 months ago
- [ECCV-2024] Transferable Targeted Adversarial Attack, CLIP models, Generative adversarial network, Multi-target attacks☆18Updated last month
- Official implementation of "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models"☆17Updated last month
- This is the official repo of the paper "Latent Guard: a Safety Framework for Text-to-image Generation"☆20Updated last week
- [CVPR23W] "A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion" by Haomin Zhuang, Yihua Zhang and Sijia Liu☆21Updated 3 weeks ago
- One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models☆31Updated 4 months ago
- ☆11Updated 3 weeks ago
- Official implement of paper: Stable Diffusion is Unstable☆17Updated 3 months ago
- ☆14Updated 2 months ago
- 🛡️[ICLR'2024] Toward effective protection against diffusion-based mimicry through score distillation, a.k.a SDS-Attack☆32Updated 5 months ago
- PDM-based Purifier☆13Updated 4 months ago
- A collection of resources on attacks and defenses targeting text-to-image diffusion models☆18Updated last week
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆43Updated last month
- Separable Diffusion Model Unlearning☆12Updated 3 months ago
- [CVPR 2024] official code for SimAC☆11Updated 2 weeks ago
- Code of the paper: Finetuning Text-to-Image Diffusion Models for Fairness☆38Updated 4 months ago
- Code for CVPR 2024 Oral "Neural Lineage"☆12Updated 3 months ago
- ☆35Updated last year
- A pytorch implementation of CVPR24 paper "D4M: Dataset Distillation via Disentangled Diffusion Model"☆19Updated 2 weeks ago
- ☆53Updated 11 months ago
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- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆14Updated 3 months ago
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- The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"☆30Updated 4 months ago
- Code Repo for the NeurIPS 2023 paper "VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models"☆15Updated last week
- UnlearnCanvas: A Stylized Image Dataaset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Chongyu Fan, Yimeng Zhang, …☆46Updated 3 weeks ago
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- [CVPR 2023] Backdoor Defense via Adaptively Splitting Poisoned Dataset☆40Updated 5 months ago
- Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdf☆14Updated 5 months ago