Table 5 Assessment of the suggested approach against extreme learning techniques.

From: Distributed denial-of-service (DDoS) on the smart grids based on VGG19 deep neural network and Harris Hawks optimization algorithm

 

Accuracy

GA-ELM

98.9

ELM

97.58

CNN

97.07

ICNN

95.36

AE-LightGBM

99.7

Proposed Method

99.82