Shakir , Hayder Makki, and Alaa Abid Muslam Abid Ali. “Transformer-Based Hybrid Intrusion Detection Framework for Real-Time Zero-Day Cyberattack Detection Using Deep Learning and Large Language Models”. Journal of Al-Qadisiyah for Computer Science and Mathematics 18, no. 3 (September 30, 2026): Comp 379–402. Accessed October 1, 2026. https://jqcsm.qu.edu.iq/index.php/journalcm/article/view/2889.