Junhoo Lee
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126
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Crypto×1AI×1Vision×1
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2026
CSF: Black-box Fingerprinting via Compositional Semantics for Text-to-Image Models
The paper introduces Compositional Semantic Fingerprinting (CSF), a black-box method that allows IP owners to attribute fine-tuned text-to-image models to their protected lineages using only query access.
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