Unverified50% confidenceTradeoffExact time
文本水印技术在文本被改写或翻译后容易失效，需要所有模型提供商统一实施标准
1
Sources
50%
Confidence
Long-term
Relevance
8/28/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedCurrent mainstream large language models perform excellently when processing plain text, but have significant bottlenecks in understanding non-text formats such as tables, flowcharts, and screenshots.70% similarUnverifiedTranslation attacks, which translate text into another language and back, can almost completely eliminate the original watermark.69% similarUnverified当前业界尚无统一的多模态检索标准方案，多数实践依赖将非文本模态翻译为文本后纳入传统文本检索流程68% 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67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/810438API
curl https://kongchang.com/api/v1/knowledge/claims/810438MCP
get_claim(id=810438)