Once a Response, Always a Response: Detecting LLM-generated Text via Latent Prompt Restoration

Hongrui Bao, Yubing Ren, Yanan Cao +3

Large language models (LLMs) can generate fluent and convincing text at scale, creating growing risks for misinformation dissemination, educational misuse, and platform governance.…