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Farid Naït‐Abdesselam

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#diffusion models Open access Oct 2026

Evasion attacks on generative safeguards: target-concept reappearance under structural control in grey-box settings

Abstract Concept erasure has emerged as a practical safeguard for suppressing unsafe or unwanted concepts in text-to-image diffusion models. However, existing methods are primarily designed for text-triggered generation and are usually evaluated under text-only prompting. In this paper, we identify a practical robustne...

Qiqi Bao, Jiaoling Li, Yunxin Zhang et al. · 0 citations

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