Latest papers

1 papers
defense arXiv Jan 30, 2026 · 9w ago

dgMARK: Decoding-Guided Watermarking for Diffusion Language Models

Pyo Min Hong, Albert No · Hongik University · Yonsei University

Watermarks discrete diffusion LLM outputs by steering token unmasking order via parity constraints, enabling robust AI-text provenance tracking

Output Integrity Attack nlpgenerative
PDF