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Zheyuan Wu
2025-10-09 01:35:09 -05:00
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# CSE5519 Advances in Computer Vision (Topic H: 2023: Safety, Robustness, and Evaluation of CV Models)
## How to backdoor diffusion models
[link to paper](https://openaccess.thecvf.com/content/CVPR2023/papers/Chou_How_to_Backdoor_Diffusion_Models_CVPR_2023_paper.pdf )
> [!TIP]
>
> This is an interesting paper showing that it is possible to backdoor a diffusion model with high utility and high specificity at a low cost compared to per-training.
>
> I wonder how this technique could possibly be used for AI watermarking and reliably detected with other AI operations?
>
> And there are many metrics and loss functions used in this paper, I wonder what objectives they are trying to optimize, and looking for more clarification on the presentation.