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SAMark Watermarking Breaks Paraphrase Robustness Barrier for AI-Generated Text Technology
Artificial Intelligence #watermarking#text watermarking

SAMark Watermarking Breaks Paraphrase Robustness Barrier for AI-Generated Text

Researchers propose SAMark, a self-anchored text watermarking framework that achieves up to 90.2% true positive rate under paragraph-level paraphrasing attacks, outperforming the strongest prior baseline by more than 30% on average. The method breaks the robustness-quality trade-off by using multi-channel hyperbolic scoring and diversity-aware filtering.

Jun 17, 2026 1 source