Amna Ilyas, Fahim Uz Zaman, Muqaddas Salahuddin, Faraz Ahmad Zia, Muhammad Zohaib Khan, Sammia Hira, and Muhammad Ather Ameen. 2025. “AI-DRIVEN INTRUSION DETECTION USING MACHINE LEARNING AN ANOMALY-BASED ANALYSIS OF NETWORK TRAFFIC”. Spectrum of Engineering Sciences 3 (12):664-79. https://thesesjournal.com/index.php/1/article/view/1708.