PIoT Malicious Traffic Detection Method Based on GAN Sample Enhancement

Table 3

Performance comparison before and after balancing.

		Accuracy	Recall	Precision	F1-score
Original dataset	Train	0.9953	0.7544	0.9195	0.7802
	Test	0.9951	0.7307	0.9151	0.7636
Equalized dataset	Train	0.9796	0.9660	0.9683	0.9661
	Test	0.9782	0.9654	0.9679	09655