Attacks on Machine-Text Detectors Retain Stylistic Fingerprints 事件

Attacks on Machine-Text Detectors Retain Stylistic Fingerprints arXiv:2505.14608v3 Announce Type: replace Abstract: Despite considerable progress in the development of machine-text detectors, the ease with which machine-text can be manipulated to evade detection has led to suggestions that the problem is inherently intractable. In this work, we investigate the limits of such evasion strategies. We demonstrate that while current attacks, ranging from prompt engineering to detector-guided optimiz