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A Unified Attack Framework against Statistical Generative Watermarks for Large Language Models

Omidi, Romina et al.
arXiv (All) · Papers
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artificial-intelligencecryptography-and-security
Watermarking has emerged as a key tool for identifying text generated by large language models (LLMs), with current schemes embedding statistical signals into the generation process to enable later detection. In this work, we identify a shared weakness across a broad class of popular LLM watermarkin
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