Membership Inference on Text-to-image Diffusion Models via Conditional Likelihood Discrepancy

Feb-16-2026, 09:31:16 GMT–Neural Information Processing Systems

Membership inference arises in these contexts as a potential auditing method for detecting unauthorized data usage.

artificial intelligence, diffusion model, machine learning, (18 more...)

Neural Information Processing Systems

Feb-16-2026, 09:31:16 GMT

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Membership Inference on Text-to-image Diffusion Models via Conditional Likelihood Discrepancy

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