A Few-Shot Malicious Encrypted Traffic Detection Approach Based on Model-Agnostic Meta-Learning

Table 5

Few-shot malicious encrypted traffic detection on ISCXVPN2016.

ISCXVPN2016		Accuracy
		5-way-1-shot (%)	5-way-5-shot (%)
1	FMETD	94.3	97.9
2	RF	74.9
3	LSTM	84.2
4	CNN	75.6

The bold values given in above Table emphasize the higher accuracy of our method.