Synchronization-Free Algebraic Fingerprints for Large Language Models: From Autoregressive to Diffusion Models

Jaroslaw Janas, Josef Pieprzyk, Pawel Morawiecki

Large Language Models (LLMs) have created an urgent need for reliable watermarking methods that enable attribution of generated text while remaining robust to editing and paraphras…