Sivananda Hanumanthu1 , Dr. G.Anil Kumar2 2026. Evaluating Transfer-Learning Ensembles and Autoencoders against CNN Baselines in IoT Intrusion Detection. American Journal of AI Cyber Computing Management. 6, 2(1) (Jun. 2026), 418–425. DOI:https://doi.org/10.64751/.