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

Table 6

Few-shot malicious encrypted traffic detection on CICAndMal2017.

CICAndMal2017		Accuracy
		5-way-5-shot (%)	5-way-10-shot (%)
1	FMETD	95	97.8
2	RF	65.7
3	LSTM	76.2
4	CNN	67.3

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