Yutai Long

SHADE: Trace-Based Humanization for Robust and Composable AI-Text Detector Evasion

Low frozen-detector scores do not establish that machine-specific evidence has been removed: an attack may remain easy to relearn. We study trace-based humanization, which targets measurable machine–human discrepancies using genre-matched human reference bands and preserves previ...