Research Article

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

Table 2

Acronyms employed in the paper.

AcronymDescription

IDSIntrusion detection system
DNNDeep neural network
BNBatch normalization
FCFully connected layer
LightGBMLight gradient boosting machine
GBDTGradient boosting decision tree
TPRTrue-positive rate
FPRFalse-positive rate
DoSDenial of service
R2LRemote to local
U2RUser to root