2025. Towards Proactive Cloud Security: A Survey on ML and Deep Learning-Based Classification Techniques on Network Intrusion Systems. Journal of Global Research in Electronics and Communications(JGREC). 1, 9 (Sep. 2025), 68–75. DOI:https://doi.org/10.5281/zenodo.17151732.