ZIUM attacks unlearned diffusion models by optimizing an image-captioning module that turns a target image into a text embedding, then reuses that module zero-shot on unseen images of the same unlearned concept.
Imagenet: A large-scale hierarchical image database
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ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models
ZIUM attacks unlearned diffusion models by optimizing an image-captioning module that turns a target image into a text embedding, then reuses that module zero-shot on unseen images of the same unlearned concept.