Open Access

ARTICLE

Strengthening Network Security: Deep Learning Models for Intrusion Detection with Optimized Feature Subset and Effective Imbalance Handling

Bayi Xu¹, Lei Sun^2,*, Xiuqing Mao², Chengwei Liu³, Zhiyi Ding²

1 School of Cyber Science and Engineering, Zhengzhou University, Zhengzhou, 450000, China
2 Three Academy, Information Engineering University, Zhengzhou, 450001, China
3 The 3rd Research Department, Nanjing Research Institute of Electronic Engineering, Nanjing, 210007, China

* Corresponding Author: Lei Sun. Email: