Muhammad Rashid, Arbab Masood Ahmad, Afridi, Y.S. and Rehmat Ullah 2025. A Hybrid Machine-Learning Framework for Intrusion Detection: Comparative Evaluation and Statistical Validation. International Journal of Innovations in Science & Technology. 7, 4 (Oct. 2025), 2351–2364.