Unverified50% confidenceTradeoffExact time
The stronger the watermark signal, the higher the robustness, but the more restricted the vocabulary choices become, and the more easily text fluency and diversity decline.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe longer the text, the higher the confidence of watermark detection; short texts have high statistical noise and a greater risk of false positives, while detection accuracy is more reliable for texts of several hundred tokens or more.76% similarUnverifiedSynonym substitution, text blending, and round-trip translation can all weaken or eliminate the watermark signal.75% similarUnverified强对抗性攻击如使用另一个模型完整改写或翻译往返仍可能破坏水印信号，鲁棒性与文本质量之间存在权衡73% similar
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