Advances, Systems and Applications
Table 1 CIC-IDS-2017 data distribution
Class (Amount) | Attack Types in Data Set | Amount | Percentage |
|---|---|---|---|
Training (1968801) | BENIGN | 1,581,577 | 80.33% |
DoS | 264,356 | 13.43% | |
PortScan | 110,364 | 5.61% | |
Patator | 9629 | 0.49% | |
WebAttacks | 1515 | 0.08% | |
Bot | 1360 | 0.07% | |
Testing (843773) | BENIGN | 677,820 | 80.33% |
DoS | 113,296 | 13.43% | |
PortScan | 47,299 | 5.61% | |
Patator | 4126 | 0.49% | |
WebAttacks | 649 | 0.08% | |
Bot | 583 | 0.07% |