Robust Multi-bit Text Watermark with LLM-based Paraphrasers

Xiaojun Xu, Jinghan Jia, Yuanshun Yao +2

We propose an imperceptible multi-bit text watermark embedded by paraphrasing with LLMs. We fine-tune a pair of LLM paraphrasers that are designed to behave differently so that the…