A DDoS-Attack Detection Method Oriented to the Blockchain Network Layer

Table 3

Comparative results of model detection within different time windows on the blockchain network layer.

Interval	CMCNN model				Baek scheme				Essaid scheme
	Recall	ACC	F1-score	FAR	Recall	ACC	F1-score	FAR	Recall	ACC	F1-score	FAR
10	0.7943	0.807	0.8699	0.1383	0.7876	0.7937	0.8463	0.1903	0.7779	0.794	0.8423	0.1672
20	0.8351	0.8425	0.8991	0.1187	0.7914	0.7975	0.8559	0.1833	0.7849	0.7995	0.8561	0.1542
30	0.8812	0.8817	0.9268	0.1156	0.8429	0.8433	0.8923	0.1551	0.8299	0.8353	0.8859	0.1464
60	0.9203	0.9198	0.9511	0.0829	0.8859	0.8815	0.9198	0.1331	0.8729	0.8735	0.9137	0.1246
120	0.9343	0.9338	0.9600	0.0689	0.9015	0.8905	0.9268	0.146	0.8798	0.876	0.917	0.1373
180	0.9489	0.9461	0.9682	0.0714	0.9156	0.9058	0.9387	0.1301	0.9016	0.8972	0.9321	0.1189
240	0.9578	0.9538	0.9732	0.075	0.9278	0.9221	0.9496	0.0994	0.9152	0.9091	0.9409	0.1137