Ayesha Eman et al. 2025. MACHINE LEARNING BASED INTRUSION DETECTION SYSTEM FOR IOT NETWORKS UTILIZING LIGHTWEIGHT PROTOCOLS MQTT AND COAP. Policy Research Journal. 3, 3 (Mar. 2025), 169–184.