OPTML-Group / AdvUnlearn

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 generation

Date Created 2024-05-22 (9 months ago)
Commits 30 (last one 3 months ago)
Stargazers 38 (1 this week)
Watchers 0 (0 this week)
Forks 1
License cc-by-4.0
Ranking

RepositoryStats indexes 617,630 repositories, of these OPTML-Group/AdvUnlearn is ranked #546,417 (12th percentile) for total stargazers, and #613,424 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #15,332/18,409.

OPTML-Group/AdvUnlearn is also tagged with popular topics, for these it's ranked: stable-diffusion (#764/903)

Other Information

OPTML-Group/AdvUnlearn has Github issues enabled, there is 1 open issue and 5 closed issues.

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Recent Commit History

30 commits on the default branch (main) since jan '22

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The primary language is Jupyter Notebook but there's also others...

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updated: 2025-02-16 @ 10:25pm, id: 804417259 / R_kgDOL_Ju6w