An invariant-based weights watermark embeds per-user keys into the null space of transformer invariants and uses noise to repel collusion.
Natural language processing: an introduction
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Invariant-based Robust Weights Watermark for Large Language Models
An invariant-based weights watermark embeds per-user keys into the null space of transformer invariants and uses noise to repel collusion.