SEAL embeds a secret matrix between LoRA's low-rank factors, then decomposes and hides it in the released weights, but its ownership verification can be gamed by claiming the identity matrix as the passport.
Deepsigns: An end-to-end watermarking framework for ownership protection of deep neural networks
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SEAL: Entangled White-box Watermarks on Low-Rank Adaptation
SEAL embeds a secret matrix between LoRA's low-rank factors, then decomposes and hides it in the released weights, but its ownership verification can be gamed by claiming the identity matrix as the passport.