Design and Analysis of Multilayered Neural Network-Based Intrusion Detection System in the Internet of Things Network

Table 4

Existing IDS classifiers Vs proposed IDS classifier.

Method	Accuracy	Precision	Recall
KNN	93.6	98	91
Fuzzy	91	—	—
FNN	97.4	92.5	86.9
GRU	97.1	95.8	98.7
Multilayered IDS	98.1	99.8	99.8

The bold values indicate highest accuracy, precision, and recall values.