Preprint Open access
EASE: Entropy-Adaptive Distribution Shaping for Evading AI-generated Text Detectors
AI-generated text (AIGT) detection can be sensitive to the decoding choices of the source large language model (LLM). We observe that perturbing next-token logits or adjusting sampling temperature can reduce detection performance, providing a clear signal of detector vulnerability to decoding-time distribution changes. …