Balancing Data Privacy and 5G VNFs Security Monitoring: Federated Learning with CNN + BiLSTM + LSTM Model

Table 3

Datasets information after preprocessing.

Dataset	Total samples	Selected features	Training samples	Testing samples
InSDN	343,889	40	240,723 (70%)	103,167 (30%)
CICIDS2017	851,750	35	596,225 (70%)	225,525 (30%)