Intelligent Intrusion Detection Based on Federated Learning for Edge-Assisted Internet of Things

Table 6

Comparison of specific classification performance with traditional machine learning methods.

Classification algorithm	LeNet-5	DBN	RNN	IBWNIDM	IoTDefender	FedACNN
Accuracy (%)	86.54	92.45	93.08	95.36	81.99	99.76