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Xiao-Yong Yuan

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#artificial intelligence Preprint Oct 2026

No Concept Escapes the Audit: Auditing-Aware Unlearning for Verifiable Concept Erasure in Diffusion Models

Text-to-image diffusion models can generate prohibited content, which motivates concept erasure through machine unlearning. Most erasure methods intervene at the text interface, through prompt modification or localized updates to text-conditioning weights, and they are evaluated by what the model outputs for given prom...

Kai-Yuan Deng, Yu-Chen Li, Gen Li et al. · 0 citations

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