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20242026
most citedSupercharged One-step Text-to-Image Diffusion Models with Negative Prompts

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cs.LG2024

Dual-Model Defense: Safeguarding Diffusion Models from Membership Inference Attacks through Disjoint Data Splitting

Bao Q. Tran, Viet Nguyen, Anh Tran +1

Diffusion models have demonstrated remarkable capabilities in image synthesis, but their recently proven vulnerability to Membership Inference Attacks (MIAs) poses a critical priva…