2 papers
cs.CR2026
A Unified Attack Framework against Statistical Generative Watermarks for Large Language Models
Romina Omidi, Nima Naderloui, Yuan Hong +1
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 proces…
cs.CR2026
On Google's SynthID-Text LLM Watermarking System: Theoretical Analysis and Empirical Validation
Romina Omidi, Yun Dong, Binghui Wang
Google's SynthID-Text, the first ever production-ready generative watermark system for large language model, designs a novel Tournament-based method that achieves the state-of-the-…