Research Article
Balancing Data Privacy and 5G VNFs Security Monitoring: Federated Learning with CNN + BiLSTM + LSTM Model
Table 1
InSDN dataset distribution.
| Dataset | Classes | Instances | Percentage (%) |
| InSDN | Normal | 68,424 | 19.89711797 | Probe | 98,129 | 28.53507963 | DDoS | 73,529 | 21.3816086 | DoS | 53,616 | 15.59107735 | DDoS | 48,413 | 14.07808915 | BFA | 1,405 | 0.408562065 | Web attack | 192 | 0.055831969 | BOTNET | 164 | 0.047689807 | U2R | 17 | 0.004943456 |
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