arXiv:2611.06100v1 Announce Type: new Abstract: Watermarking has great potential for regulating the use of language models (LMs), but its deployment has been marred by controversy, as many users argue that fine-grained tracking of LM usage violates their privacy. This tension reduces the effectiveness of watermarks, as users engage in evasion strategies such as paraphrasing that can remove much of the watermark signal.
Reconciling Privacy with Provenance for Language Model Watermarks
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