Table 3 UNSW-NB15 sample dataset
From: Fusion of transformer and ML-CNN-BiLSTM for network intrusion detection
Traffic name | Training set | Test set |
|---|---|---|
Normal | 58206 | 33001 |
Fuzzers | 16842 | 5124 |
Worms | 115 | 49 |
Shellcode | 985 | 340 |
Generic | 39589 | 21550 |
Reconnaissance | 9524 | 3128 |
Backdoor | 468 | 102 |
Exploits | 21116 | 8048 |
DoS | 3951 | 1521 |
Analysis | 628 | 158 |