Author

Gaetano Perrone

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Jul 2026

ARB: A Matched Authorship-Rewriting Benchmark Dataset for AI-Text Detector Evaluation

Results show that detector performance measured on the conventional human-vs-LLM benchmark does not transfer to human-authored text revised by an LLM, even though the same detectors remain largely robust to LLM-only rewriting.

G. Perrone, S. Romano · arXiv.org · 0 citations