OPTML-Group / AdvUnlearnLinks
Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models". This work adversarially unlearns the text encoder to enhance the robustness of unlearned DMs against adversarial prompt attacks and achieves a better balance between unlearning performance and image generat…
☆41Updated 7 months ago
Alternatives and similar repositories for AdvUnlearn
Users that are interested in AdvUnlearn are comparing it to the libraries listed below
Sorting:
- ☆32Updated 5 months ago
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆77Updated 3 months ago
- [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Cho…☆68Updated 7 months ago
- [CVPR'24 Oral] Metacloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning☆26Updated 7 months ago
- ☆27Updated 2 months ago
- ☆20Updated last year
- ☆35Updated 11 months ago
- A collection of resources on attacks and defenses targeting text-to-image diffusion models☆69Updated 3 months ago
- List of T2I safety papers, updated daily, welcome to discuss using Discussions☆61Updated 10 months ago
- ☆31Updated last year
- ☆62Updated 8 months ago
- Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdf☆20Updated last year
- Code of paper [CVPR'24: Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?]☆18Updated last year
- [ICML 2024] Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts (Official Pytorch Implementati…☆44Updated 6 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 …☆30Updated 7 months ago
- 🛡️[ICLR'2024] Toward effective protection against diffusion-based mimicry through score distillation, a.k.a SDS-Attack☆49Updated last year
- ☆14Updated 3 months ago
- [MM '24] EvilEdit: Backdooring Text-to-Image Diffusion Models in One Second☆20Updated 7 months ago
- ☆27Updated 10 months ago
- ☆22Updated 9 months ago
- [ECCV'24] T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models☆14Updated 2 months ago
- This is the official repo of the paper "Latent Guard: a Safety Framework for Text-to-image Generation"☆49Updated 8 months ago
- Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization☆15Updated last year
- ☆13Updated 4 months ago
- Official implement of paper: Stable Diffusion is Unstable☆23Updated last year
- [CVPR 2024] official code for SimAC☆19Updated 5 months ago
- ☆59Updated 2 years ago
- [CVPR2025] We present SleeperMark, a novel framework designed to embed resilient watermarks into T2I diffusion models☆21Updated last month
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆29Updated 8 months ago
- Code of the paper: Finetuning Text-to-Image Diffusion Models for Fairness☆43Updated last year