Table 8 Comparison with Latest IDS.

From: Advances to IoT security using a GRU-CNN deep learning model trained on SUCMO algorithm

Dataset

Model

Accuracy

References

UNSW-NB15

Multilayer perceptron

84.24

32

UNSW-NB15

Decision Trees

90.74

33

UNSW-NB15

Deep Neural Network

88

34

UNSW-NB15

SVM

82.11

35

UNSW-NB15

RNN

91.11

36

UNSW-NB15

Proposed

93.36

 

BoT-IoT

Proposed

92.96

 
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