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Certifying Concept Unlearning in Text-to-Image Diffusion Models

arXiv cs.LG · 3d ago Cached

This paper introduces a certification framework for concept unlearning in text-to-image diffusion models, providing high-confidence guarantees on residual leakage and demonstrating that standard attack-based evaluations often underestimate safety risks.

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