TextSeal provides a localized, distortion-free LLM watermark that enables provenance tracking and distillation detection while preserving performance and text quality.
Morphmark: Flexible adaptive watermarking for large language models.arXiv preprint arXiv:2505.11541
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XMark improves multi-bit watermarking for LLM text by using a less distorted logit distribution in encoding and a tailored decoder for reliable recovery even with limited tokens.
citing papers explorer
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TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection
TextSeal provides a localized, distortion-free LLM watermark that enables provenance tracking and distillation detection while preserving performance and text quality.
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XMark: Reliable Multi-Bit Watermarking for LLM-Generated Texts
XMark improves multi-bit watermarking for LLM text by using a less distorted logit distribution in encoding and a tailored decoder for reliable recovery even with limited tokens.