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.
Effective ambiguity attack against passport-based dnn intellectual property protection schemes through fully connected layer substitution
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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.