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Erased but Not Forgotten: How Backdoors Compromise Concept Erasure

Tobias Braun, Jonas Henry Grebe, Marcus Rohrbach, Anna Rohrbach
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arXiv:2504.21072v3 Announce Type: replace-cross Abstract: The expansion of text-to-image diffusion models has raised concerns about harmful outputs, from fabricated depictions of public figures to sexually explicit imagery. To mitigate such risks, prior work has proposed concept erasure methods that aim to sever unwanted concepts from the model...

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