Robin-WZQ / T2IShieldLinks
[ECCV'24] T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models
β15Updated last month
Alternatives and similar repositories for T2IShield
Users that are interested in T2IShield are comparing it to the libraries listed below
Sorting:
- π‘οΈ[ICLR'2024] Toward effective protection against diffusion-based mimicry through score distillation, a.k.a SDS-Attackβ53Updated last year
- [CVPR'24 Oral] Metacloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learningβ29Updated 8 months ago
- List of T2I safety papers, updated daily, welcome to discuss using Discussionsβ62Updated 11 months ago
- [CVPR 2024] official code for SimACβ21Updated 6 months ago
- Code of paper [CVPR'24: Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?]β22Updated last year
- A collection of resources on attacks and defenses targeting text-to-image diffusion modelsβ72Updated 4 months ago
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Modelβ¦β45Updated 9 months ago
- This is a collection of awesome papers I have read (carefully or roughly) in the fields of security in diffusion models. Any suggestions β¦β30Updated 9 months ago
- β28Updated last year
- β32Updated 6 months ago
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsβ¦β80Updated 5 months ago
- DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing (ICLR 2025)β31Updated 2 months ago
- [MM '24] EvilEdit: Backdooring Text-to-Image Diffusion Models in One Secondβ22Updated 8 months ago
- β33Updated last year
- This is the official repo of the paper "Latent Guard: a Safety Framework for Text-to-image Generation"β51Updated 9 months ago
- [MM'23 Oral] "Text-to-image diffusion models can be easily backdoored through multimodal data poisoning"β29Updated 5 months ago
- β14Updated 5 months ago
- [AAAI-2024] Official code for work "Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model"β48Updated 11 months ago
- AdvDiffuser: Natural Adversarial Example Synthesis with Diffusion Models (ICCV 2023)β18Updated 2 years ago
- β12Updated 8 months ago
- [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Choβ¦β74Updated 8 months ago
- [ICCV-2025] Universal Adversarial Attack, Multimodal Adversarial Attacks, VLP models, Contrastive Learning, Cross-modal Perturbation Geneβ¦β22Updated 3 weeks ago
- Pytorch implementation for the pilot study on the robustness of latent diffusion models.β12Updated 2 years ago
- The official implementation of the paper "Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models" (ICML 2023 Worβ¦β21Updated last year
- [NeurIPS 2023] Codes for DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purificationβ32Updated last year
- Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdfβ21Updated last year
- β58Updated 2 years ago
- Official implementation of "Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models"β21Updated 2 months ago
- [CVPR2025] We present SleeperMark, a novel framework designed to embed resilient watermarks into T2I diffusion modelsβ22Updated 2 months ago
- PDM-based Purifierβ22Updated 9 months ago