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#artificial intelligence Preprint Oct 2026

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

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 watermarking methods, including...

Romina Omidi, Nima Naderloui, Yuan Hong et al. · 0 citations

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