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…
☆50Nov 4, 2024Updated last year
Alternatives and similar repositories for AdvUnlearn
Users that are interested in AdvUnlearn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Cho…☆83Nov 11, 2024Updated last year
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆87Feb 28, 2025Updated last year
- [ECCV 2024] "Receler: Reliable Concept Erasing of Text-to-Image Diffusion Models via Lightweight Erasers" (Official Implementation)☆44Mar 2, 2025Updated last year
- [ECCV 2024] Reliable and Efficient Concept Erasure of Text-to-Image Diffusion Models☆87Oct 29, 2024Updated last year
- Code for the paper - ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning☆22Aug 13, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- [ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation…☆145Feb 28, 2026Updated last month
- ☆16Feb 23, 2025Updated last year
- NeurIPS 2024 - Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation☆18Dec 5, 2024Updated last year
- [ICML 2024] Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts (Official Pytorch Implementati…☆51Jan 11, 2026Updated 3 months ago
- A collection of resources on attacks and defenses targeting text-to-image diffusion models☆96Dec 20, 2025Updated 3 months ago
- ☆42Jan 15, 2025Updated last year
- A repository of resources on machine unlearning for diffusion models☆60Oct 9, 2025Updated 6 months ago
- [NeurIPS25] Official repo for "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning"☆44Oct 3, 2025Updated 6 months ago
- ☆34Aug 26, 2025Updated 7 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆35May 22, 2024Updated last year
- ☆33Apr 22, 2025Updated 11 months ago
- [MM '24] EvilEdit: Backdooring Text-to-Image Diffusion Models in One Second☆28Nov 19, 2024Updated last year
- EraseDiff: Erasing Data Influence in Diffusion Models☆14Nov 20, 2024Updated last year
- [CVPR 2025] Six-CD: Benchmarking Concept Removals for Benign Text-to-image Diffusion Models☆16Jan 8, 2026Updated 3 months ago
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆84Feb 28, 2026Updated last month
- Responsible Visual Editing☆15Jul 10, 2024Updated last year
- Towards Memorization-Free Diffusion Models (CVPR2024) Codebase☆11Jun 2, 2024Updated last year
- ☆42Jun 1, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Erasing Concepts from Diffusion Models☆661Mar 26, 2026Updated 2 weeks ago
- [ICLR 2025] SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image and Video Generation☆56Jan 22, 2025Updated last year
- ☆23Sep 28, 2023Updated 2 years ago
- Official implementation of paper "One-dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications".☆154Dec 28, 2023Updated 2 years ago
- Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models. ECCV 2024☆67Aug 10, 2024Updated last year
- Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization☆16Mar 8, 2024Updated 2 years ago
- ☆22May 9, 2024Updated last year
- Official PyTorch Implementation☆17Dec 3, 2022Updated 3 years ago
- Official repository for Targeted Unlearning with Single Layer Unlearning Gradient (SLUG), ICML 2025☆15Aug 10, 2025Updated 8 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [CVPR 2024] official code for SimAC☆21Jan 23, 2025Updated last year
- Official codebase of "Update Your Transformer to the Latest Release: Re-Basin of Task Vectors" - ICML 2025☆23Jul 30, 2025Updated 8 months ago
- [ECCV 2024] "Prediction Exposes Your Face: Black-box Model Inversion via Prediction Alignment"☆15Mar 12, 2025Updated last year
- [NeurIPS 2024] Source code for our paper "Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models".☆13Jul 18, 2025Updated 8 months ago
- (TPAMI 2026) Complementary Text-Guided Attention for Zero-Shot Adversarial Robustness & & (NeurIPS 2024) Text-Guided Attention is All Y…☆19Mar 23, 2026Updated 2 weeks ago
- Official Implementation for "Editing Massive Concepts in Text-to-Image Diffusion Models"☆19Mar 21, 2024Updated 2 years ago
- ☆187Nov 17, 2025Updated 4 months ago