Adaptive Deep Learning Framework for Detecting Fake Faces: Directorate General of Education in Thi-Qar Governorate, Thi-Qar, Iraq. KJCS 2026, 4 (2), 136-152. https://doi.org/10.61710/9pxtfj78.