Detecting Post-generation Edits to Watermarked LLM Outputs via Combinatorial Watermarking

Liyan Xie, Muhammad Siddeek, Mohamed Seif +2

Watermarking has become a key technique for proprietary language models, enabling the distinction between AI-generated and human-written text. However, in many real-world scenarios…