Data-Driven Cybersecurity Knowledge Graph Construction for Industrial Control System Security

Table 2

Results for the first 100, 200, and 300 extracted relation instances upon manual evaluation.

Models				Mean	AUC
CNN+AVE	0.3267	0.2537	0.2452	0.2743	0.1062
CNN+ONE	0.2971	0.3035	0.2392	0.2799	0.1096
CNN+ATT	0.3267	0.2437	0.2425	0.2710	0.1121
PCNN+AVE	0.2971	0.2587	0.2645	0.2727	0.1096
PCNN+ONE	0.3168	0.2587	0.2358	0.2705	0.1109
PCNN+ATT	0.3267	0.2736	0.2525	0.2842	0.1121
ResPCNN+AVE	0.3267	0.2686	0.2458	0.2804	0.1205
ResPCNN+ONE	0.3564	0.2786	0.2558	0.2969	0.1184
ResPCNN+ATT	0.4158	0.3084	0.2558	0.3267	0.1268