Beyond Semantic Narrowing: Robust and Efficient LLM Watermarking with Hamming Neighborhoods

Zewen Sun, Tongyang Zhao, Liyao Xiang +3

Semantic watermarking improves robustness against watermark removal attacks by embedding detectable signals into sentence-level representations. However, existing watermarking meth…