Mithilesh Kumar Choudhary , Prof. Atul Kumar Mishra. “Review Paper on Imbalanced Network Based Intrusion Detection System Using Deep Learning Technique”. International Journal of Advanced Research and Multidisciplinary Trends (IJARMT), vol. 2, no. 4, Nov. 2025, pp. 257-64, https://ijarmt.com/index.php/j/article/view/573.