Open access
Jul 2026
A Lightweight Stacking Ensemble Intrusion Detection Framework for Software-Defined Networking Using the InSDN Dataset
These findings demonstrate that stacking ensemble learning is a practical and computationally efficient alternative to complex deep learning architectures for SDN intrusion detection, with strong potential for scalable and real-time cybersecurity deployment in modern network environments.
Ubakaghinwa Paul Chigbu, Abdulrashid Abdulrauf, Ishaq Isa et al.
· Scientific Journal of Comput... · 0 citations