A Stacked Deep Learning Approach for IoT Cyberattack Detection

Algorithm 1

Algorithm for stacked deep ResNet models.

Input: Training Data in

Output: ensemble classifier out

Initialisation:

 Step 1: learn base-level classifiers Cⁱ

 fori =1 to 5 do

  Learn Cⁱ based on D.

 end for

 Step 2: form new data set of predictions D^h

 for i=1 to 5 do

  D^h={}, where

 end for

 Step 3: learn a meta classifier

 Learn H based on

 return