Jiaxin Hong
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Recent (6 mo)
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126
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Crypto×1AI×1NLP×1ML×1
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Research Timeline
2026
Prompt2Fingerprint: Plug-and-Play LLM Fingerprinting via Text-to-Weight Generation
Prompt2Fingerprint (P2F) introduces a novel, scalable framework that injects unique LLM fingerprints by mapping text descriptions directly to low-rank parameter updates, eliminating the need for resource-intensive model retraining.
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Papers
cs.CRcs.AIcs.CLRecentMay 18, 2026
Prompt2Fingerprint: Plug-and-Play LLM Fingerprinting via Text-to-Weight Generation
Sixu Chen, Xiang Chen, Hongyao Yu, Jiaxin Hong +4 more
Prompt2Fingerprint (P2F) introduces a novel, scalable framework that injects unique LLM fingerprints by mapping text descriptions directly to low-rank parameter updates, eliminating the need for resou…
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