Table 8 Comparison of different ML/DL methods on the IoT-23 Dataset.

From: Improved model for intrusion detection in the Internet of Things

Method

Testing accuracy

Dataset used

Naive Bayes47

0.23

IoT-23 dataset

Naive Bayes43

0.30

IoT-23 dataset

CNN47

0.67

IoT-23 dataset

CNN46

0.69

IoT-23 dataset

CNN (ours)

0.72

IoT-23 dataset

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