datar001 / Awesome-AD-on-T2IDM
A collection of resources on attacks and defenses targeting text-to-image diffusion models
☆39Updated last month
Related projects ⓘ
Alternatives and complementary repositories for Awesome-AD-on-T2IDM
- List of T2I safety papers, updated daily, welcome to discuss using Discussions☆42Updated 2 months ago
- [CVPR 2024] official code for SimAC☆15Updated 2 months ago
- ☆22Updated 3 months ago
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆57Updated this week
- [CVPR'24 Oral] Metacloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning☆19Updated 3 months ago
- Official implement of paper: Stable Diffusion is Unstable☆20Updated 5 months ago
- ☆52Updated last year
- This is a collection of awesome papers I have read (carefully or roughly) in the fields of security in diffusion models. Any suggestions …☆20Updated last week
- Code of paper [CVPR'24: Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?]☆12Updated 7 months ago
- 🛡️[ICLR'2024] Toward effective protection against diffusion-based mimicry through score distillation, a.k.a SDS-Attack☆35Updated 7 months ago
- [CVPR23W] "A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion" by Haomin Zhuang, Yihua Zhang and Sijia Liu☆22Updated 2 months ago
- ☆24Updated 3 months ago
- ☆20Updated 5 months ago
- Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023☆82Updated 2 months ago
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…☆23Updated this week
- [NeurIPS 2023] Codes for DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification☆23Updated 8 months ago
- [ECCV-2024] Transferable Targeted Adversarial Attack, CLIP models, Generative adversarial network, Multi-target attacks☆20Updated 3 months ago
- [MM'23 Oral] "Text-to-image diffusion models can be easily backdoored through multimodal data poisoning"☆22Updated last month
- Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdf☆17Updated 7 months ago
- ☆56Updated 3 months ago
- One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models☆37Updated 5 months ago
- ☆19Updated 3 months ago
- Code Repo for the NeurIPS 2023 paper "VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models"☆17Updated 2 months ago
- AdvDiffuser: Natural Adversarial Example Synthesis with Diffusion Models (ICCV 2023)☆16Updated last year
- [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Cho…☆53Updated last week
- [NeurIPS'2023] Official Code Repo:Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and Controllability☆86Updated last year
- ☆21Updated last year
- A Watermark-Conditioned Diffusion Model for IP Protection (ECCV 2024)☆18Updated last month
- Code implementation for "CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion" (CVPR 2024)☆12Updated 7 months ago
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆24Updated 5 months ago