PADBen: A Comprehensive Benchmark for Evaluating AI Text Detectors Against Paraphrase Attacks

Yiwei Zha, Rui Min, Shanu Sushmita

While AI-generated text (AIGT) detectors achieve over 90\% accuracy on direct LLM outputs, they fail catastrophically against iteratively-paraphrased content. We investigate why it…