Author

Chen Chen

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Preprint Aug 2026

Fingerprinting Text-to-Image Diffusion Models via Collapsed Generation

A non-invasive model fingerprinting framework based on collapsed generation, a phenomenon where certain input conditions produce highly consistent images across multiple stochastic seeds, is presented, establishing collapsed generation as a reliable intrinsic evidence source for non-invasive diffusion model ownership v...

Yuanmin Huang, Chen Chen, Geng Hong et al. · 0 citations