研究人员开发了新的大语言模型（LLM）水印方法，以保护知识产权并防止滥用。Hao Li及其同事提出的DualGuard，通过注入两个互补的水印信号，旨在防御释义和仿冒攻击。另外，Ya Jiang及其合作者引入了MirrorMark，一种嵌入多比特消息而不扭曲文本质量或采样分布的技术，增强了鲁棒性和可检测性。 AI
影响 新的水印技术旨在改进大语言模型的归因和安全性，以抵御复杂的攻击。
排序理由 该集群包含两篇详细介绍大语言模型水印新方法的学术论文。
AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →
arXiv:2512.16182v2 Announce Type: replace-cross Abstract: With the rapid development of cloud-based services, large language models have become increasingly accessible through various web platforms. However, this accessibility has also led to growing risks of model abuse. LLM wat…
arXiv:2601.22246v2 Announce Type: replace-cross Abstract: As large language models (LLMs) become integral to applications such as question answering and content creation, reliable content attribution has become increasingly important. Watermarking is a promising approach, but exi…