3 papers
cs.CR2025
A Novel Ensemble Learning Approach for Enhanced IoT Attack Detection: Redefining Security Paradigms in Connected Systems
Hikmat A. M. Abdeljaber, Md. Alamgir Hossain, Sultan Ahmad +4
The rapid expansion of Internet of Things (IoT) devices has transformed industries and daily life by enabling widespread connectivity and data exchange. However, this increased int…
cs.LG2025
A Novel Unified Lightweight Temporal-Spatial Transformer Approach for Intrusion Detection in Drone Networks
Tarun Kumar Biswas, Ashrafun Zannat, Waqas Ishtiaq +1
The growing integration of drones across commercial, industrial, and civilian domains has introduced significant cybersecurity challenges, particularly due to the susceptibility of…
cs.CR2025
A Comparative Analysis of Ensemble-Based Machine Learning Approaches with Explainable AI for Multi-Class Intrusion Detection in Drone Networks
Md. Alamgir Hossain, Waqas Ishtiaq, Md. Samiul Islam
The growing integration of drones into civilian, commercial, and defense sectors introduces significant cybersecurity concerns, particularly with the increased risk of network-base…