Generative Artificial Intelligence for Synthetic Network Traffic Generation in Intrusion Detection: A Systematic Review and Future Directions

G.I.O. Aimufua1 and M.S. Bandiya2 DOI: 10.5281/zenodo.21367660 SSR Journal of Artificial Intelligence (SSRJAI) Machine learning is central to modern network intrusion detection, yet its performance is constrained by two chronic data pathologies: severe class imbalance between abundant benign traffic and Read More …