ByteMark: A Unified Byte-Level Watermark for Detection Across Language Models

Reported by arXiv cs.CR (Xiaopu Wang, Runze Li)

Summary by Cyber Security News14 Oct 2026, 06:00 CET

About this summary. This is a short excerpt from the description that arXiv cs.CR published with its article. Cyber Security News did not report or verify the underlying story. Read the original: https://arxiv.org/abs/2610.14427

arXiv:2610.14427v1 Announce Type: new Abstract: As watermarking of LLM-generated text enters deployment, users increasingly need to check text whose source is unknown. Existing detectors read the watermark through a specific tokenizer or embedding pipeline, and even if all providers adopted the same watermarking method, differences in these representations would leave their watermarks incompatible, and the text alone does not reveal which representation produced it.

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