Table 2 Frequency of data records in the CICIDS2017 dataset.

From: Optimized extreme learning machines with deep learning for high-performance network traffic classification

Type of record

Number of record occurrences

Benign Traffic

2,3580,36

DDOS Attack

41,835

DOS Hulk Attack

231,036

Port Scan Attack

158,930

DOS Golden Eye Attack

10,293

FTP Patator Attack

7,938

SSH Patator Attack

5,897

DOS Slow Loris Attack

5,796

DOS Slow HTTP Test Attack

5,499

Botnet Attack

1,966