Security and Communication Networks

Research Article

A GAN and Feature Selection-Based Oversampling Technique for Intrusion Detection

Table 2

Distribution of records in NSL-KDD before and after oversampling.
TypeBefore oversamplingAfter oversampling
Normal6734367343
DoS4592745927
Probe1165611656
R2L99510995
U2R5210052