MarkSec: Capability-Aware Evaluation of Adversarial Attacks Against LLM Watermarks

Kairong Li, Zhikun Zhang, Xiao Ren +1

LLM watermarking helps trace the origin of generated text, but faces stealing attacks that recover watermark information, scrubbing attacks that remove watermark signals, and spoof…