“Generative Adversarial Networks for Visual Content: A Comprehensive Review of Image and Video Synthesis, Challenges, and Ethical Implications” (2026) Sana’a University Journal of Applied Sciences and Technology, 4(1), pp. 1552–1579. doi:10.59628/jast.v4i1.2100.