Enhancing LLM Watermark Resilience Against Both Scrubbing and Spoofing Attacks

TL;DR

Watermarking is widely regarded as a promising defense against the misuse of large language models (LLMs); however, existing methods are fundamentally constrained by their vulnerability to scrubbing a…

Opening excerpt from the authors’ abstract. source