Unverified50% confidenceSolutionExact time
Synonym substitution, text blending, and round-trip translation can all weaken or eliminate the watermark signal.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
Unverified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77% similarUnverifiedParaphrasing is the most straightforward watermark removal attack: using another language model to synonymously rephrase the text can scramble the token sequence, breaking the hash dependency between the green list and red list and causing the watermark signal to significantly attenuate or even disappear.77% similarUnverifiedThe 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.75% similarUnverifiedThe detection rate of steganographic watermarks drops significantly after text is processed by paraphrase rewriting tools.74% similar
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