CopyShield: A Cross-Level Benchmark of Copyright Defenses in LLMs
A cross-level benchmark for copyright compliance and defense evaluation in large language models.
Aug 24, 2026
Mitigating Watermark Forgery in Generative Models via Randomized Key Selection
A randomized-key defense that makes watermark forgery substantially harder without adding extra utility loss.
Sep 22, 2025