Predicting the APT for Cyber Situation Comprehension in 5G-Enabled IoT Scenarios Based on Differentially Private Federated Learning

Table 6

Effect of using federated learning compared to centralizing approach.

Metric	Centralized learning (%)	Federated learning
		6 participants (%)	12 participants (%)	18 participants (%)	24 participants (%)
-score	89.8	88.7	86.5	84.5	81.4
FPR	4.85	4.87	4.89	4.94	4.96