Luo, H.; Zhang, W.; Wang, S.; Zou, W.; Lin, C.; Meng, X.; Zhang, Y. SpecDetect: Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis. AAAI 2026, 40, 32356-32364.