EFS-DNN: An Ensemble Feature Selection-Based Deep Learning Approach to Network Intrusion Detection System

Figure 1

LightGBM-based ensemble feature selection. The feature selection algorithm consists of five steps, i.e., sample subsets, train selectors, get rankings, aggregate, and forward search.