xavihart / Diff-Protect
🛡️[ICLR'2024] Toward effective protection against diffusion-based mimicry through score distillation, a.k.a SDS-Attack
☆41Updated 10 months ago
Alternatives and similar repositories for Diff-Protect:
Users that are interested in Diff-Protect are comparing it to the libraries listed below
- Code of paper [CVPR'24: Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?]☆14Updated 10 months ago
- ☆25Updated 6 months ago
- [CVPR'24 Oral] Metacloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning☆20Updated 2 months ago
- [CVPR 2024] official code for SimAC☆16Updated 3 weeks ago
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…☆37Updated 3 months ago
- Code implementation for "CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion" (CVPR 2024)☆12Updated 10 months ago
- ☆25Updated last month
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆69Updated 3 months ago
- PDM-based Purifier☆19Updated 3 months ago
- ☆24Updated 5 months ago
- A collection of resources on attacks and defenses targeting text-to-image diffusion models☆56Updated last month
- [NeurIPS'2023] Official Code Repo:Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and Controllability☆96Updated last year
- ☆57Updated 2 years ago
- This is a collection of awesome papers I have read (carefully or roughly) in the fields of security in diffusion models. Any suggestions …☆24Updated 3 months ago
- [NeurIPS 2023] Codes for DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification☆27Updated 11 months ago
- List of T2I safety papers, updated daily, welcome to discuss using Discussions☆57Updated 6 months ago
- Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization☆12Updated 11 months ago
- ☆26Updated 8 months ago
- code of paper "IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Gene…☆26Updated 8 months ago
- Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023☆85Updated 5 months ago
- DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing (ICLR 2025)☆14Updated 3 weeks ago
- [CVPR 2024] Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation☆35Updated 9 months ago
- This is the official repo of the paper "Latent Guard: a Safety Framework for Text-to-image Generation"☆47Updated 3 months ago
- [MM'23 Oral] "Text-to-image diffusion models can be easily backdoored through multimodal data poisoning"☆26Updated last month
- [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Cho…☆63Updated 3 months ago
- Code Repo for the NeurIPS 2023 paper "VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models"☆22Updated 5 months ago
- Code of the paper: Finetuning Text-to-Image Diffusion Models for Fairness☆41Updated 9 months ago
- The official implementation of the paper "Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models" (ICML 2023 Wor…☆22Updated 10 months ago
- [BMVC 2023] Semantic Adversarial Attacks via Diffusion Models☆20Updated last year
- [ECCV2024] Immunizing text-to-image Models against Malicious Adaptation☆15Updated 3 weeks ago