MAE-CAD: An IP-Based Core Network Asset Discovery Technology Based on Multiple Autoencoders

Table 6

Detection results of MAE-CAD with different numbers of AEs in the test set.

Pre-training method	Acc (%)	P (%)	R (%)	F1 (%)
No pretraining	95.45	93.56	95.95	94.74
Pretraining with 1 AE	95.51	93.31	96.39	94.83
Pretraining with 2 AEs	95.74	94.55	95.54	95.04
Pretraining with 3 AEs	94.31	90.70	96.58	93.55
Pretraining with 5 AEs	94.26	91.09	95.94	93.45